From 62b1378fba0752f551b357500a15cfb777e6d73f Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 5 Aug 2026 17:07:33 -0700
Subject: [PATCH 01/36] chore(deps): bump gitpython from 3.1.50 to 3.1.57 in
 /docs (#8362)

Bumps [gitpython](https://github.com/gitpython-developers/GitPython) from 3.1.50 to 3.1.57.
- [Release notes](https://github.com/gitpython-developers/GitPython/releases)
- [Changelog](https://github.com/gitpython-developers/GitPython/blob/main/CHANGES)
- [Commits](https://github.com/gitpython-developers/GitPython/compare/3.1.50...3.1.57)

---
updated-dependencies:
- dependency-name: gitpython
  dependency-version: 3.1.57
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 docs/requirements.txt | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/requirements.txt b/docs/requirements.txt
index a4ad8668c0f..441befb4538 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -139,9 +139,9 @@ gitdb==4.0.12 \
     --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
     # via gitpython
-gitpython==3.1.50 \
-    --hash=sha256:80da2d12504d52e1f998772dc5baf6e553f8d2fcfe1fcc226c9d9a2ee3372dcc \
-    --hash=sha256:d352abe2908d07355014abdd21ddf798c2a961469239afec4962e9da884858f9
+gitpython==3.1.57 \
+    --hash=sha256:4ccf7d73c10f5c9e76043fbb2675ac5a1b3ff5b41e648f56bcbed5f63792ecaf \
+    --hash=sha256:c493ec57c0ef6b19743798b6a5af859c71814b524e7e6f97baa2f8e658961488
     # via mkdocs-git-revision-date-plugin
 griffe==1.13.0 \
     --hash=sha256:246ea436a5e78f7fbf5f24ca8a727bb4d2a4b442a2959052eea3d0bfe9a076e0 \

From 53d3fafefc4231ea7eefb7b588526c7de9a8d401 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 6 Aug 2026 14:13:57 -0700
Subject: [PATCH 02/36] chore(deps): bump cryptography from 48.0.1 to 50.0.0
 (#8364)

Bumps [cryptography](https://github.com/pyca/cryptography) from 48.0.1 to 50.0.0.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pyca/cryptography/compare/48.0.1...50.0.0)

---
updated-dependencies:
- dependency-name: cryptography
  dependency-version: 50.0.0
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 146 +++++++++++++++++++++++++++-------------------------
 1 file changed, 77 insertions(+), 69 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 6e2f93b69d2..891909ab202 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
 
 [[package]]
 name = "annotated-types"
@@ -11,7 +11,7 @@ files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
-markers = {main = "extra == \"parser\" or extra == \"all\""}
+markers = {main = "extra == \"all\" or extra == \"parser\""}
 
 [[package]]
 name = "anyio"
@@ -129,6 +129,7 @@ files = [
     {file = "avro-1.12.1-py2.py3-none-any.whl", hash = "sha256:970475dd6457924533966fe761be607c759d5a48390cc8fbed472f7c9a8868f2"},
     {file = "avro-1.12.1.tar.gz", hash = "sha256:c5b8dd2dd4c10816f0dc127cc29cfd43b5e405cf7e6840e89460a024bf3d098d"},
 ]
+markers = {main = "extra == \"kafka-consumer-avro\""}
 
 [package.extras]
 snappy = ["python-snappy"]
@@ -200,7 +201,7 @@ files = [
 ]
 
 [package.dependencies]
-"aws-cdk.aws-apigatewayv2-alpha" = "2.114.1.a0"
+"aws-cdk.aws-apigatewayv2-alpha" = "2.114.1a0"
 aws-cdk-lib = ">=2.114.1,<3.0.0"
 constructs = ">=10.0.0,<11.0.0"
 jsii = ">=1.92.0,<2.0.0"
@@ -220,7 +221,7 @@ files = [
 ]
 
 [package.dependencies]
-"aws-cdk.aws-apigatewayv2-alpha" = "2.114.1.a0"
+"aws-cdk.aws-apigatewayv2-alpha" = "2.114.1a0"
 aws-cdk-lib = ">=2.114.1,<3.0.0"
 constructs = ">=10.0.0,<11.0.0"
 jsii = ">=1.92.0,<2.0.0"
@@ -368,7 +369,7 @@ description = "The AWS X-Ray SDK for Python (the SDK) enables Python developers
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"tracer\" or extra == \"all\""
+markers = "extra == \"all\" or extra == \"tracer\""
 files = [
     {file = "aws_xray_sdk-2.15.0-py2.py3-none-any.whl", hash = "sha256:422d62ad7d52e373eebb90b642eb1bb24657afe03b22a8df4a8b2e5108e278a3"},
     {file = "aws_xray_sdk-2.15.0.tar.gz", hash = "sha256:794381b96e835314345068ae1dd3b9120bd8b4e21295066c37e8814dbb341365"},
@@ -485,6 +486,7 @@ files = [
     {file = "boto3-1.42.67-py3-none-any.whl", hash = "sha256:aa900216bdc48bbd0115ed7128a4baed5548c6a60673160a38df8a8566df57cd"},
     {file = "boto3-1.42.67.tar.gz", hash = "sha256:d4123ceb3be36c5cb7ddccc7a7c43701e1fb6af612ef46e3b5d667daf5447d4b"},
 ]
+markers = {main = "extra == \"all\" or extra == \"datamasking\" or extra == \"aws-sdk\""}
 
 [package.dependencies]
 botocore = ">=1.42.67,<1.43.0"
@@ -966,6 +968,7 @@ files = [
     {file = "botocore-1.42.67-py3-none-any.whl", hash = "sha256:a94317d2ce83deae230964beb2729639455de65595d0154f285b0ccfd29780cd"},
     {file = "botocore-1.42.67.tar.gz", hash = "sha256:ee307f30fcb798d244fb35a87847b274e1e1f72cd5f7f2e31bd1826df0c45295"},
 ]
+markers = {main = "extra == \"all\" or extra == \"datamasking\" or extra == \"aws-sdk\" or extra == \"tracer\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -1083,6 +1086,7 @@ files = [
     {file = "certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa"},
     {file = "certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7"},
 ]
+markers = {main = "extra == \"datadog\""}
 
 [[package]]
 name = "cffi"
@@ -1091,6 +1095,7 @@ description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
+markers = "platform_python_implementation != \"PyPy\""
 files = [
     {file = "cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44"},
     {file = "cffi-2.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49"},
@@ -1177,7 +1182,6 @@ files = [
     {file = "cffi-2.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9"},
     {file = "cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529"},
 ]
-markers = {main = "(extra == \"all\" or extra == \"datamasking\") and platform_python_implementation != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\""}
 
 [package.dependencies]
 pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
@@ -1331,6 +1335,7 @@ files = [
     {file = "charset_normalizer-3.4.5-py3-none-any.whl", hash = "sha256:9db5e3fcdcee89a78c04dffb3fe33c79f77bd741a624946db2591c81b2fc85b0"},
     {file = "charset_normalizer-3.4.5.tar.gz", hash = "sha256:95adae7b6c42a6c5b5b559b1a99149f090a57128155daeea91732c8d970d8644"},
 ]
+markers = {main = "extra == \"datadog\""}
 
 [[package]]
 name = "click"
@@ -1503,63 +1508,59 @@ toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
 name = "cryptography"
-version = "48.0.1"
+version = "50.0.0"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = "!=3.9.0,!=3.9.1,>=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "cryptography-48.0.1-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:3e4a1a3232eef2e6c732827d5722db29a0cc8b27af2a4d865b094cf954be9ca1"},
-    {file = "cryptography-48.0.1-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:32143b24adb918f078134e1e230f1eb8cc04886b92c28b5f0041aaf3e5699225"},
-    {file = "cryptography-48.0.1-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f0d27a5696721ef7a672b8c810f6aded391058e0b9486e63e6d93baf765da691"},
-    {file = "cryptography-48.0.1-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eb86ce1af36fe65041b6db9a8bb064ee621a7e5fded0f80d475ec243477cd242"},
-    {file = "cryptography-48.0.1-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:b024e784ad6c077ee0147b35ea9cbfc1e34e1fd4c1dcca214c2794d73a12df08"},
-    {file = "cryptography-48.0.1-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3752f2dbc8f07a30aad2932c986cea495b03bb554887828225da104f732852b6"},
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+    {file = "cryptography-50.0.0.tar.gz", hash = "sha256:eeac2acb5a20ed25e0ad6d1df9891a520b78b404266b6d11778f25d5d691a6c9"},
 ]
-markers = {main = "extra == \"all\" or extra == \"datamasking\""}
 
 [package.dependencies]
 cffi = {version = ">=2.0.0", markers = "platform_python_implementation != \"PyPy\""}
@@ -1694,11 +1695,11 @@ files = [
 
 [package.dependencies]
 bytecode = [
-    {version = ">=0.17.0,<1", markers = "python_version >= \"3.14.0\""},
+    {version = ">=0.13.0,<1", markers = "python_version < \"3.11.0\""},
     {version = ">=0.16.0,<1", markers = "python_version >= \"3.13.0\" and python_version < \"3.14.0\""},
-    {version = ">=0.15.1,<1", markers = "python_version ~= \"3.12.0\""},
+    {version = ">=0.17.0,<1", markers = "python_version >= \"3.14.0\""},
     {version = ">=0.14.0,<1", markers = "python_version ~= \"3.11.0\""},
-    {version = ">=0.13.0,<1", markers = "python_version < \"3.11.0\""},
+    {version = ">=0.15.1,<1", markers = "python_version ~= \"3.12.0\""},
 ]
 envier = ">=0.6.1,<0.7.0"
 opentelemetry-api = ">=1,<2"
@@ -1862,7 +1863,7 @@ description = "Fastest Python implementation of JSON schema"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"validation\" or extra == \"all\""
+markers = "extra == \"all\" or extra == \"validation\""
 files = [
     {file = "fastjsonschema-2.21.2-py3-none-any.whl", hash = "sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463"},
     {file = "fastjsonschema-2.21.2.tar.gz", hash = "sha256:b1eb43748041c880796cd077f1a07c3d94e93ae84bba5ed36800a33554ae05de"},
@@ -2088,6 +2089,7 @@ files = [
     {file = "idna-3.15-py3-none-any.whl", hash = "sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8"},
     {file = "idna-3.15.tar.gz", hash = "sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc"},
 ]
+markers = {main = "extra == \"datadog\" or extra == \"valkey\""}
 
 [package.extras]
 all = ["mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
@@ -2353,7 +2355,7 @@ files = [
 
 [package.dependencies]
 attrs = ">=22.2.0"
-jsonschema-specifications = ">=2023.03.6"
+jsonschema-specifications = ">=2023.3.6"
 referencing = ">=0.28.4"
 rpds-py = ">=0.25.0"
 
@@ -3373,6 +3375,7 @@ files = [
     {file = "protobuf-7.35.1-py3-none-any.whl", hash = "sha256:4bc97768d8fe4ad6743c8a19403e314511ed9f6d13205b687e52421c023ac1b9"},
     {file = "protobuf-7.35.1.tar.gz", hash = "sha256:ce115a26fe0c39a2c29973d914d327e516a6455464489fe3cd1e51a1b354f81a"},
 ]
+markers = {main = "extra == \"kafka-consumer-protobuf\" or extra == \"valkey\""}
 
 [[package]]
 name = "publication"
@@ -3405,11 +3408,11 @@ description = "C parser in Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["main", "dev"]
+markers = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""
 files = [
     {file = "pycparser-3.0-py3-none-any.whl", hash = "sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992"},
     {file = "pycparser-3.0.tar.gz", hash = "sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29"},
 ]
-markers = {main = "(extra == \"all\" or extra == \"datamasking\") and platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""}
 
 [[package]]
 name = "pydantic"
@@ -3422,7 +3425,7 @@ files = [
     {file = "pydantic-2.13.4-py3-none-any.whl", hash = "sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba"},
     {file = "pydantic-2.13.4.tar.gz", hash = "sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6"},
 ]
-markers = {main = "extra == \"parser\" or extra == \"all\""}
+markers = {main = "extra == \"all\" or extra == \"parser\""}
 
 [package.dependencies]
 annotated-types = ">=0.6.0"
@@ -3563,7 +3566,7 @@ files = [
     {file = "pydantic_core-2.46.4-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:d51026d73fcfd93610abc7b27789c26b313920fcfb20e27462d74a7f8b06e983"},
     {file = "pydantic_core-2.46.4.tar.gz", hash = "sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1"},
 ]
-markers = {main = "extra == \"parser\" or extra == \"all\""}
+markers = {main = "extra == \"all\" or extra == \"parser\""}
 
 [package.dependencies]
 typing-extensions = ">=4.14.1"
@@ -3778,6 +3781,7 @@ files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
 ]
+markers = {main = "extra == \"all\" or extra == \"datamasking\" or extra == \"aws-sdk\" or extra == \"tracer\""}
 
 [package.dependencies]
 six = ">=1.5"
@@ -4142,6 +4146,7 @@ files = [
     {file = "requests-2.34.2-py3-none-any.whl", hash = "sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0"},
     {file = "requests-2.34.2.tar.gz", hash = "sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed"},
 ]
+markers = {main = "extra == \"datadog\""}
 
 [package.dependencies]
 certifi = ">=2023.5.7"
@@ -4350,12 +4355,13 @@ files = [
     {file = "s3transfer-0.16.0-py3-none-any.whl", hash = "sha256:18e25d66fed509e3868dc1572b3f427ff947dd2c56f844a5bf09481ad3f3b2fe"},
     {file = "s3transfer-0.16.0.tar.gz", hash = "sha256:8e990f13268025792229cd52fa10cb7163744bf56e719e0b9cb925ab79abf920"},
 ]
+markers = {main = "extra == \"all\" or extra == \"datamasking\" or extra == \"aws-sdk\""}
 
 [package.dependencies]
-botocore = ">=1.37.4,<2.0a.0"
+botocore = ">=1.37.4,<2.0a0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a0)"]
 
 [[package]]
 name = "scantree"
@@ -4448,6 +4454,7 @@ files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
+markers = {main = "extra == \"all\" or extra == \"datamasking\" or extra == \"aws-sdk\" or extra == \"tracer\""}
 
 [[package]]
 name = "smmap"
@@ -4819,7 +4826,7 @@ files = [
     {file = "typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"},
     {file = "typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464"},
 ]
-markers = {main = "extra == \"parser\" or extra == \"all\""}
+markers = {main = "extra == \"all\" or extra == \"parser\""}
 
 [package.dependencies]
 typing-extensions = ">=4.12.0"
@@ -4939,6 +4946,7 @@ files = [
     {file = "urllib3-2.7.0-py3-none-any.whl", hash = "sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897"},
     {file = "urllib3-2.7.0.tar.gz", hash = "sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c"},
 ]
+markers = {main = "extra == \"all\" or extra == \"datamasking\" or extra == \"aws-sdk\" or extra == \"tracer\" or extra == \"datadog\""}
 
 [package.extras]
 brotli = ["brotli (>=1.2.0) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=1.2.0.0) ; platform_python_implementation != \"CPython\""]
@@ -5152,7 +5160,7 @@ files = [
     {file = "wrapt-1.17.3-py3-none-any.whl", hash = "sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22"},
     {file = "wrapt-1.17.3.tar.gz", hash = "sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0"},
 ]
-markers = {main = "extra == \"tracer\" or extra == \"all\" or extra == \"datamasking\" or extra == \"datadog\""}
+markers = {main = "extra == \"all\" or extra == \"datamasking\" or extra == \"tracer\" or extra == \"datadog\""}
 
 [[package]]
 name = "xenon"

From 07a47aae2262cf05c75606583eac37c6a1a25b35 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 11:35:21 +0200
Subject: [PATCH 03/36] chore(deps): bump aws-encryption-sdk from 4.0.5 to
 4.0.6 (#8346)

Bumps [aws-encryption-sdk](https://github.com/aws/aws-encryption-sdk-python) from 4.0.5 to 4.0.6.
- [Release notes](https://github.com/aws/aws-encryption-sdk-python/releases)
- [Changelog](https://github.com/aws/aws-encryption-sdk-python/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/aws/aws-encryption-sdk-python/compare/v4.0.5...v4.0.6)

---
updated-dependencies:
- dependency-name: aws-encryption-sdk
  dependency-version: 4.0.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 11 ++++++-----
 1 file changed, 6 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 891909ab202..69cbaf241b6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -306,15 +306,15 @@ typeguard = "2.13.3"
 
 [[package]]
 name = "aws-encryption-sdk"
-version = "4.0.5"
+version = "4.0.6"
 description = "AWS Encryption SDK implementation for Python"
 optional = true
 python-versions = "*"
 groups = ["main"]
 markers = "extra == \"all\" or extra == \"datamasking\""
 files = [
-    {file = "aws_encryption_sdk-4.0.5-py2.py3-none-any.whl", hash = "sha256:3e6b76afb94c28730487dee71fa1bfc217fcdbab061733c220ff87b88630e40e"},
-    {file = "aws_encryption_sdk-4.0.5.tar.gz", hash = "sha256:a36136181a4d63cbf0d7347d29786c80a4d74a07c79c88a8799e27b27a9c3fc1"},
+    {file = "aws_encryption_sdk-4.0.6-py2.py3-none-any.whl", hash = "sha256:35f62f775a8d4a6cb677a4a8927bb19acb3da35308405213f668396ee6298ad4"},
+    {file = "aws_encryption_sdk-4.0.6.tar.gz", hash = "sha256:ec03bfa2df64ef21417bd6ff749bb63e84149586a4f7fbe528ec6b443326ea9e"},
 ]
 
 [package.dependencies]
@@ -1095,7 +1095,6 @@ description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
-markers = "platform_python_implementation != \"PyPy\""
 files = [
     {file = "cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44"},
     {file = "cffi-2.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49"},
@@ -1182,6 +1181,7 @@ files = [
     {file = "cffi-2.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9"},
     {file = "cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529"},
 ]
+markers = {main = "(extra == \"all\" or extra == \"datamasking\") and platform_python_implementation != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\""}
 
 [package.dependencies]
 pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
@@ -1561,6 +1561,7 @@ files = [
     {file = "cryptography-50.0.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:c99c003e088647b8a5b7c145d6f78c335f6348332b62e142d411c4b63d1460b9"},
     {file = "cryptography-50.0.0.tar.gz", hash = "sha256:eeac2acb5a20ed25e0ad6d1df9891a520b78b404266b6d11778f25d5d691a6c9"},
 ]
+markers = {main = "extra == \"all\" or extra == \"datamasking\""}
 
 [package.dependencies]
 cffi = {version = ">=2.0.0", markers = "platform_python_implementation != \"PyPy\""}
@@ -3408,11 +3409,11 @@ description = "C parser in Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["main", "dev"]
-markers = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""
 files = [
     {file = "pycparser-3.0-py3-none-any.whl", hash = "sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992"},
     {file = "pycparser-3.0.tar.gz", hash = "sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29"},
 ]
+markers = {main = "(extra == \"all\" or extra == \"datamasking\") and platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""}
 
 [[package]]
 name = "pydantic"

From ff0c33008586e569aa13520ea7ce29380d2e3f57 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 11:39:22 +0200
Subject: [PATCH 04/36] chore(deps-dev): bump gitpython from 3.1.50 to 3.1.57
 (#8363)

Bumps [gitpython](https://github.com/gitpython-developers/GitPython) from 3.1.50 to 3.1.57.
- [Release notes](https://github.com/gitpython-developers/GitPython/releases)
- [Changelog](https://github.com/gitpython-developers/GitPython/blob/main/CHANGES)
- [Commits](https://github.com/gitpython-developers/GitPython/compare/3.1.50...3.1.57)

---
updated-dependencies:
- dependency-name: gitpython
  dependency-version: 3.1.57
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 69cbaf241b6..eaf80ca0b49 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1920,14 +1920,14 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.50"
+version = "3.1.57"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 files = [
-    {file = "gitpython-3.1.50-py3-none-any.whl", hash = "sha256:d352abe2908d07355014abdd21ddf798c2a961469239afec4962e9da884858f9"},
-    {file = "gitpython-3.1.50.tar.gz", hash = "sha256:80da2d12504d52e1f998772dc5baf6e553f8d2fcfe1fcc226c9d9a2ee3372dcc"},
+    {file = "gitpython-3.1.57-py3-none-any.whl", hash = "sha256:4ccf7d73c10f5c9e76043fbb2675ac5a1b3ff5b41e648f56bcbed5f63792ecaf"},
+    {file = "gitpython-3.1.57.tar.gz", hash = "sha256:c493ec57c0ef6b19743798b6a5af859c71814b524e7e6f97baa2f8e658961488"},
 ]
 
 [package.dependencies]
@@ -1935,7 +1935,7 @@ gitdb = ">=4.0.1,<5"
 
 [package.extras]
 doc = ["sphinx (>=7.4.7,<8)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"]
-test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.8\"", "mypy (==1.18.2) ; python_version >= \"3.9\"", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions ; python_version < \"3.11\""]
+test = ["basedpyright (==1.39.9) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.8\"", "mypy (==1.18.2) ; python_version >= \"3.9\"", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions ; python_version < \"3.11\""]
 
 [[package]]
 name = "griffe"

From f6d72e8abf5faca6d0d310d5e123cf7e12e02dbb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 11:44:11 +0200
Subject: [PATCH 05/36] chore(deps): bump aws-cdk-lib from 2.223.0 to 2.253.0
 in /layer_v3 (#8360)

Bumps [aws-cdk-lib](https://github.com/aws/aws-cdk) from 2.223.0 to 2.253.0.
- [Release notes](https://github.com/aws/aws-cdk/releases)
- [Changelog](https://github.com/aws/aws-cdk/blob/main/CHANGELOG.v2.alpha.md)
- [Commits](https://github.com/aws/aws-cdk/compare/v2.223.0...v2.253.0)

---
updated-dependencies:
- dependency-name: aws-cdk-lib
  dependency-version: 2.253.0
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 layer_v3/poetry.lock | 119 +++++++++++++++++--------------------------
 1 file changed, 47 insertions(+), 72 deletions(-)

diff --git a/layer_v3/poetry.lock b/layer_v3/poetry.lock
index 79d0e9ccd06..7c33f06a244 100644
--- a/layer_v3/poetry.lock
+++ b/layer_v3/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
 
 [[package]]
 name = "attrs"
@@ -14,75 +14,75 @@ files = [
 
 [[package]]
 name = "aws-cdk-asset-awscli-v1"
-version = "2.2.242"
+version = "2.2.273"
 description = "A library that contains the AWS CLI for use in Lambda Layers"
 optional = false
 python-versions = "~=3.9"
 groups = ["main"]
 files = [
-    {file = "aws_cdk_asset_awscli_v1-2.2.242-py3-none-any.whl", hash = "sha256:d1001bf56a12f7d1162d4211003d1e8f72a213159465e2d0e1c598cc0ea44aad"},
-    {file = "aws_cdk_asset_awscli_v1-2.2.242.tar.gz", hash = "sha256:a957d679a118f4375307ed90b9aed7127c5c1402989438060eae4ab29ab0d13f"},
+    {file = "aws_cdk_asset_awscli_v1-2.2.273-py3-none-any.whl", hash = "sha256:1a0994afa7b48f63b580603be64c7a99d19ed6777bdf81d3c2435d8b43cf0d71"},
+    {file = "aws_cdk_asset_awscli_v1-2.2.273.tar.gz", hash = "sha256:6580dad3416e53712db434f81add6fb4a314e1a80f9c57cc42606df1f64c8e0f"},
 ]
 
 [package.dependencies]
-jsii = ">=1.112.0,<2.0.0"
+jsii = ">=1.127.0,<2.0.0"
 publication = ">=0.0.3"
-typeguard = ">=2.13.3,<4.3.0"
+typeguard = "2.13.3"
 
 [[package]]
 name = "aws-cdk-asset-node-proxy-agent-v6"
-version = "2.1.0"
+version = "2.1.2"
 description = "@aws-cdk/asset-node-proxy-agent-v6"
 optional = false
-python-versions = "~=3.8"
+python-versions = "~=3.9"
 groups = ["main"]
 files = [
-    {file = "aws_cdk.asset_node_proxy_agent_v6-2.1.0-py3-none-any.whl", hash = "sha256:24a388b69a44d03bae6dbf864c4e25ba650d4b61c008b4568b94ffbb9a69e40e"},
-    {file = "aws_cdk_asset_node_proxy_agent_v6-2.1.0.tar.gz", hash = "sha256:1f292c0631f86708ba4ee328b3a2b229f7e46ea1c79fbde567ee9eb119c2b0e2"},
+    {file = "aws_cdk_asset_node_proxy_agent_v6-2.1.2-py3-none-any.whl", hash = "sha256:1028bff16fdb87b8c82404e9b48f32ed383429dece84067f47379c4049da5da4"},
+    {file = "aws_cdk_asset_node_proxy_agent_v6-2.1.2.tar.gz", hash = "sha256:1340588dd351dcae37e07188f39075364f73ccde6ed9468c1184b06ada4af665"},
 ]
 
 [package.dependencies]
-jsii = ">=1.103.1,<2.0.0"
+jsii = ">=1.129.0,<2.0.0"
 publication = ">=0.0.3"
-typeguard = ">=2.13.3,<5.0.0"
+typeguard = "2.13.3"
 
 [[package]]
 name = "aws-cdk-cloud-assembly-schema"
-version = "48.18.0"
+version = "53.28.0"
 description = "Schema for the protocol between CDK framework and CDK CLI"
 optional = false
-python-versions = "~=3.9"
+python-versions = "~=3.10"
 groups = ["main"]
 files = [
-    {file = "aws_cdk_cloud_assembly_schema-48.18.0-py3-none-any.whl", hash = "sha256:12b193fde580828d8c4909cfa62e1f83977fe20d0aa448c7e7e353f8e21e1b68"},
-    {file = "aws_cdk_cloud_assembly_schema-48.18.0.tar.gz", hash = "sha256:dc8d1bbe09bca45d675fa7d5c59fd7c073ed86865fc97dc985c6a4caf1016b42"},
+    {file = "aws_cdk_cloud_assembly_schema-53.28.0-py3-none-any.whl", hash = "sha256:c5de34f4a0d61eb48574a0264a9567175f601c27b4d053fb24ad1157c4ea0d99"},
+    {file = "aws_cdk_cloud_assembly_schema-53.28.0.tar.gz", hash = "sha256:12e28dc44026e5f062041ba1450a510b1acddcfbe8358f73cfda8df993712d42"},
 ]
 
 [package.dependencies]
-jsii = ">=1.118.0,<2.0.0"
+jsii = ">=1.131.0,<2.0.0"
 publication = ">=0.0.3"
-typeguard = ">=2.13.3,<4.3.0"
+typeguard = "2.13.3"
 
 [[package]]
 name = "aws-cdk-lib"
-version = "2.223.0"
+version = "2.253.0"
 description = "Version 2 of the AWS Cloud Development Kit library"
 optional = false
 python-versions = "~=3.9"
 groups = ["main"]
 files = [
-    {file = "aws_cdk_lib-2.223.0-py3-none-any.whl", hash = "sha256:c6070a9449b2ce48987855ce273e65b9b18a134d98110ac86f23a393e1bf0b84"},
-    {file = "aws_cdk_lib-2.223.0.tar.gz", hash = "sha256:8d2ea3c2754d1022db19f59e0558a9b23b26317a95b1327c502ca8afd94c5830"},
+    {file = "aws_cdk_lib-2.253.0-py3-none-any.whl", hash = "sha256:58997c8a5af49d5328f5106468581a14235a1356dfe7574bb14656799594a2b5"},
+    {file = "aws_cdk_lib-2.253.0.tar.gz", hash = "sha256:6db33e164f9afd6207698d382579bf62f762f14325f4b6d77643865e92448f20"},
 ]
 
 [package.dependencies]
-"aws-cdk.asset-awscli-v1" = "2.2.242"
-"aws-cdk.asset-node-proxy-agent-v6" = ">=2.1.0,<3.0.0"
-"aws-cdk.cloud-assembly-schema" = ">=48.6.0,<49.0.0"
-constructs = ">=10.0.0,<11.0.0"
-jsii = ">=1.118.0,<2.0.0"
+"aws-cdk.asset-awscli-v1" = "2.2.273"
+"aws-cdk.asset-node-proxy-agent-v6" = ">=2.1.1,<3.0.0"
+"aws-cdk.cloud-assembly-schema" = ">=53.18.0,<54.0.0"
+constructs = ">=10.5.0,<11.0.0"
+jsii = ">=1.128.0,<2.0.0"
 publication = ">=0.0.3"
-typeguard = ">=2.13.3,<4.3.0"
+typeguard = "2.13.3"
 
 [[package]]
 name = "boto3"
@@ -166,20 +166,19 @@ files = [
 
 [[package]]
 name = "constructs"
-version = "10.4.3"
+version = "10.8.1"
 description = "A programming model for software-defined state"
 optional = false
-python-versions = "~=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "constructs-10.4.3-py3-none-any.whl", hash = "sha256:43bbefa1ac1c044577d0b1a30648fe5b49557b8b95de2648186f6b909febf7f9"},
-    {file = "constructs-10.4.3.tar.gz", hash = "sha256:bfe3657b0acb62af7aa1fda9a7e338ae5cae84ddf8f84f71125a2a3800d52ea0"},
+    {file = "constructs-10.8.1-py3-none-any.whl", hash = "sha256:f71297db64723889147c82de46dcacaa76b120f856d5b5ac5f65abb22ea88355"},
+    {file = "constructs-10.8.1.tar.gz", hash = "sha256:9f6e4eb1f6b8b1ac8dcbc85457dcbb1e3f9bd93bbeef03154f6cc7fbbba74b06"},
 ]
 
 [package.dependencies]
-jsii = ">=1.118.0,<2.0.0"
+jsii = ">=1.139.0,<2.0.0"
 publication = ">=0.0.3"
-typeguard = ">=2.13.3,<4.3.0"
 
 [[package]]
 name = "exceptiongroup"
@@ -200,26 +199,6 @@ typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
 [package.extras]
 test = ["pytest (>=6)"]
 
-[[package]]
-name = "importlib-resources"
-version = "6.5.2"
-description = "Read resources from Python packages"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec"},
-    {file = "importlib_resources-6.5.2.tar.gz", hash = "sha256:185f87adef5bcc288449d98fb4fba07cea78bc036455dd44c5fc4a2fe78fed2c"},
-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
-type = ["pytest-mypy"]
-
 [[package]]
 name = "iniconfig"
 version = "2.3.0"
@@ -246,23 +225,22 @@ files = [
 
 [[package]]
 name = "jsii"
-version = "1.119.0"
+version = "1.139.0"
 description = "Python client for jsii runtime"
 optional = false
-python-versions = "~=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "jsii-1.119.0-py3-none-any.whl", hash = "sha256:9203200ed5289ecc6198783513cbd7abef53d4f6eac0046181d647fa56eda6ab"},
-    {file = "jsii-1.119.0.tar.gz", hash = "sha256:9f87508908bfa51dd9aac59fdbbeff347ae76377758ea5e5f83f149052211514"},
+    {file = "jsii-1.139.0-py3-none-any.whl", hash = "sha256:11468f767c6da698ed9888a04352850af33ccccfec7656475626caf36fca8bbb"},
+    {file = "jsii-1.139.0.tar.gz", hash = "sha256:163c5d3ec00fd4ec89a33b9097f20a6f27626dd69d6875a8f7cc7577b8021ad0"},
 ]
 
 [package.dependencies]
-attrs = ">=21.2,<26.0"
-cattrs = ">=1.8,<25.4"
-importlib_resources = ">=5.2.0"
+attrs = ">=21.2,<27.0"
+cattrs = ">=1.8,<27.0"
 publication = ">=0.0.3"
 python-dateutil = "*"
-typeguard = ">=2.13.3,<4.5.0"
+typeguard = "2.13.3"
 typing_extensions = ">=3.8,<5.0"
 
 [[package]]
@@ -372,10 +350,10 @@ files = [
 ]
 
 [package.dependencies]
-botocore = ">=1.37.4,<2.0a.0"
+botocore = ">=1.37.4,<2.0a0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a0)"]
 
 [[package]]
 name = "six"
@@ -444,22 +422,19 @@ files = [
 
 [[package]]
 name = "typeguard"
-version = "4.2.1"
+version = "2.13.3"
 description = "Run-time type checker for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.5.3"
 groups = ["main"]
 files = [
-    {file = "typeguard-4.2.1-py3-none-any.whl", hash = "sha256:7da3bd46e61f03e0852f8d251dcbdc2a336aa495d7daff01e092b55327796eb8"},
-    {file = "typeguard-4.2.1.tar.gz", hash = "sha256:c556a1b95948230510070ca53fa0341fb0964611bd05d598d87fb52115d65fee"},
+    {file = "typeguard-2.13.3-py3-none-any.whl", hash = "sha256:5e3e3be01e887e7eafae5af63d1f36c849aaa94e3a0112097312aabfa16284f1"},
+    {file = "typeguard-2.13.3.tar.gz", hash = "sha256:00edaa8da3a133674796cf5ea87d9f4b4c367d77476e185e80251cc13dfbb8c4"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.13\""}
-
 [package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)"]
-test = ["coverage[toml] (>=7)", "mypy (>=1.2.0) ; platform_python_implementation != \"PyPy\"", "pytest (>=7)"]
+doc = ["sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["mypy ; platform_python_implementation != \"PyPy\"", "pytest", "typing-extensions"]
 
 [[package]]
 name = "typing-extensions"

From 90298f59a0036b8549914700a430200799b33e6c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 11:46:25 +0200
Subject: [PATCH 06/36] chore(deps): bump the github-actions group across 1
 directory with 9 updates (#8357)

Bumps the github-actions group with 9 updates in the / directory:

| Package | From | To |
| --- | --- | --- |
| [actions/checkout](https://github.com/actions/checkout) | `7.0.0` | `7.0.1` |
| [actions/setup-node](https://github.com/actions/setup-node) | `6.4.0` | `7.0.0` |
| [aws-actions/configure-aws-credentials](https://github.com/aws-actions/configure-aws-credentials) | `6.2.1` | `6.2.3` |
| [actions/setup-go](https://github.com/actions/setup-go) | `6.5.0` | `7.0.0` |
| [ossf/scorecard-action](https://github.com/ossf/scorecard-action) | `2.4.3` | `2.4.4` |
| [github/codeql-action/upload-sarif](https://github.com/github/codeql-action) | `4.36.3` | `4.37.3` |
| [actions/setup-python](https://github.com/actions/setup-python) | `6.3.0` | `7.0.0` |
| [pypa/gh-action-pypi-publish](https://github.com/pypa/gh-action-pypi-publish) | `1.14.0` | `1.14.1` |
| [release-drafter/release-drafter](https://github.com/release-drafter/release-drafter) | `7.5.1` | `7.6.0` |



Updates `actions/checkout` from 7.0.0 to 7.0.1
- [Release notes](https://github.com/actions/checkout/releases)
- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)
- [Commits](https://github.com/actions/checkout/compare/9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0...3d3c42e5aac5ba805825da76410c181273ba90b1)

Updates `actions/setup-node` from 6.4.0 to 7.0.0
- [Release notes](https://github.com/actions/setup-node/releases)
- [Commits](https://github.com/actions/setup-node/compare/48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e...820762786026740c76f36085b0efc47a31fe5020)

Updates `aws-actions/configure-aws-credentials` from 6.2.1 to 6.2.3
- [Release notes](https://github.com/aws-actions/configure-aws-credentials/releases)
- [Changelog](https://github.com/aws-actions/configure-aws-credentials/blob/main/CHANGELOG.md)
- [Commits](https://github.com/aws-actions/configure-aws-credentials/compare/254c19bd240aabef8777f48595e9d2d7b972184b...e6de054238d6b7531b4efff3b6587d9aade6a06c)

Updates `actions/setup-go` from 6.5.0 to 7.0.0
- [Release notes](https://github.com/actions/setup-go/releases)
- [Commits](https://github.com/actions/setup-go/compare/924ae3a1cded613372ab5595356fb5720e22ba16...b7ad1dad31e06c5925ef5d2fc7ad053ef454303e)

Updates `ossf/scorecard-action` from 2.4.3 to 2.4.4
- [Release notes](https://github.com/ossf/scorecard-action/releases)
- [Changelog](https://github.com/ossf/scorecard-action/blob/main/RELEASE.md)
- [Commits](https://github.com/ossf/scorecard-action/compare/4eaacf0543bb3f2c246792bd56e8cdeffafb205a...2d1146689b8cda280b9bc96326124645441f03bc)

Updates `github/codeql-action/upload-sarif` from 4.36.3 to 4.37.3
- [Release notes](https://github.com/github/codeql-action/releases)
- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md)
- [Commits](https://github.com/github/codeql-action/compare/54f647b7e1bb85c95cddabcd46b0c578ec92bc1a...e4fba868fa4b1b91e1fdab776edc8cfbe6e9fb81)

Updates `actions/setup-python` from 6.3.0 to 7.0.0
- [Release notes](https://github.com/actions/setup-python/releases)
- [Commits](https://github.com/actions/setup-python/compare/ece7cb06caefa5fff74198d8649806c4678c61a1...5fda3b95a4ea91299a34e894583c3862153e4b97)

Updates `pypa/gh-action-pypi-publish` from 1.14.0 to 1.14.1
- [Release notes](https://github.com/pypa/gh-action-pypi-publish/releases)
- [Commits](https://github.com/pypa/gh-action-pypi-publish/compare/cef221092ed1bacb1cc03d23a2d87d1d172e277b...ba38be9e461d3875417946c167d0b5f3d385a247)

Updates `release-drafter/release-drafter` from 7.5.1 to 7.6.0
- [Release notes](https://github.com/release-drafter/release-drafter/releases)
- [Commits](https://github.com/release-drafter/release-drafter/compare/4d75298e00d9e34c483e5ff8c68d0ea1c1940c1e...eada3c96a64734dd381cfbda23511034e328ddb0)

---
updated-dependencies:
- dependency-name: actions/checkout
  dependency-version: 7.0.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
- dependency-name: actions/setup-node
  dependency-version: 7.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: github-actions
- dependency-name: aws-actions/configure-aws-credentials
  dependency-version: 6.2.3
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
- dependency-name: actions/setup-go
  dependency-version: 7.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: github-actions
- dependency-name: ossf/scorecard-action
  dependency-version: 2.4.4
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
- dependency-name: github/codeql-action/upload-sarif
  dependency-version: 4.37.3
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: github-actions
- dependency-name: actions/setup-python
  dependency-version: 7.0.0
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: github-actions
- dependency-name: pypa/gh-action-pypi-publish
  dependency-version: 1.14.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
- dependency-name: release-drafter/release-drafter
  dependency-version: 7.6.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: github-actions
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 .github/workflows/bootstrap_region.yml        | 10 ++++-----
 .github/workflows/codeql-analysis.yml         |  2 +-
 .github/workflows/dependency-review.yml       |  2 +-
 .github/workflows/layer_govcloud.yml          |  6 ++---
 .../workflows/layer_govcloud_python313.yml    |  6 ++---
 .github/workflows/layer_govcloud_verify.yml   |  6 ++---
 .github/workflows/layers_partition_verify.yml |  4 ++--
 .github/workflows/layers_partitions.yml       |  4 ++--
 .github/workflows/ossf_scorecard.yml          |  6 ++---
 .github/workflows/pre-release.yml             | 16 +++++++-------
 .github/workflows/publish_v3_layer.yml        |  8 +++----
 .github/workflows/quality_check.yml           |  4 ++--
 .github/workflows/quality_check_docs.yml      |  4 ++--
 .../quality_code_cdk_constructor.yml          |  4 ++--
 .github/workflows/release-drafter.yml         |  2 +-
 .github/workflows/release-v3.yml              | 22 +++++++++----------
 .../reusable_deploy_v3_layer_stack.yml        |  8 +++----
 .github/workflows/reusable_deploy_v3_sar.yml  |  8 +++----
 .../workflows/reusable_publish_changelog.yml  |  2 +-
 .github/workflows/reusable_publish_docs.yml   |  6 ++---
 .github/workflows/run-e2e-tests.yml           |  8 +++----
 .github/workflows/secure_workflows.yml        |  2 +-
 .github/workflows/update_ssm.yml              |  2 +-
 23 files changed, 71 insertions(+), 71 deletions(-)

diff --git a/.github/workflows/bootstrap_region.yml b/.github/workflows/bootstrap_region.yml
index 5f4ed90a940..fafa01fbc1a 100644
--- a/.github/workflows/bootstrap_region.yml
+++ b/.github/workflows/bootstrap_region.yml
@@ -44,18 +44,18 @@ jobs:
     environment: layer-${{ inputs.environment }}
     steps:
       - name: checkout
-        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ github.sha }}
       - name: Setup Node.js
-        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
+        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
         with:
           node-version: "22"
       - name: Setup dependencies
         uses: aws-powertools/actions/.github/actions/cached-node-modules@4bf64a4072489399fbf39b78f558eeeed6767189
       - id: credentials
         name: AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c
         with:
           aws-region: ${{ inputs.region }}
           role-to-assume: ${{ secrets.REGION_IAM_ROLE }}
@@ -96,14 +96,14 @@ jobs:
     steps:
       - id: credentials
         name: AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           aws-region: us-east-1
           role-to-assume: ${{ secrets.REGION_IAM_ROLE }}
           mask-aws-account-id: true
       - id: go-setup
         name: Setup Go
-        uses: actions/setup-go@924ae3a1cded613372ab5595356fb5720e22ba16 # v6.5.0
+        uses: actions/setup-go@b7ad1dad31e06c5925ef5d2fc7ad053ef454303e # v7.0.0
         with:
           go-version: '>=1.23.0'
       - id: go-env
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
index 252d7d2ca98..377e2bdbe2a 100644
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -28,7 +28,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
 
       # Initializes the CodeQL tools for scanning.
       - name: Initialize CodeQL
diff --git a/.github/workflows/dependency-review.yml b/.github/workflows/dependency-review.yml
index 4d0770f3a4a..aa2c90007c0 100644
--- a/.github/workflows/dependency-review.yml
+++ b/.github/workflows/dependency-review.yml
@@ -20,6 +20,6 @@ jobs:
       pull-requests: write
     steps:
       - name: 'Checkout Repository'
-        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       - name: 'Dependency Review'
         uses: actions/dependency-review-action@a1d282b36b6f3519aa1f3fc636f609c47dddb294 # v5.0.0
diff --git a/.github/workflows/layer_govcloud.yml b/.github/workflows/layer_govcloud.yml
index 0c7d51bc72c..bcb0005308d 100644
--- a/.github/workflows/layer_govcloud.yml
+++ b/.github/workflows/layer_govcloud.yml
@@ -60,7 +60,7 @@ jobs:
     environment: Prod (Readonly)
     steps:
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets.AWS_IAM_ROLE }}
           aws-region: us-east-1
@@ -118,7 +118,7 @@ jobs:
           SHA=$(jq -r '.Content.CodeSha256' '${{ matrix.layer }}_${{ matrix.arch }}.json')
           test "$(openssl dgst -sha256 -binary ${{ matrix.layer }}_${{ matrix.arch }}.zip | openssl enc -base64)" == "$SHA" && echo "SHA OK: ${SHA}" || exit 1
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets.AWS_IAM_ROLE }}
           aws-region: us-gov-east-1
@@ -188,7 +188,7 @@ jobs:
           SHA=$(jq -r '.Content.CodeSha256' '${{ matrix.layer }}_${{ matrix.arch }}.json')
           test "$(openssl dgst -sha256 -binary ${{ matrix.layer }}_${{ matrix.arch }}.zip | openssl enc -base64)" == "$SHA" && echo "SHA OK: ${SHA}" || exit 1
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets.AWS_IAM_ROLE }}
           aws-region: us-gov-west-1
diff --git a/.github/workflows/layer_govcloud_python313.yml b/.github/workflows/layer_govcloud_python313.yml
index 9d09050d613..285ed0081ea 100644
--- a/.github/workflows/layer_govcloud_python313.yml
+++ b/.github/workflows/layer_govcloud_python313.yml
@@ -55,7 +55,7 @@ jobs:
     environment: Prod (Readonly)
     steps:
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets.AWS_IAM_ROLE }}
           aws-region: us-east-1
@@ -108,7 +108,7 @@ jobs:
           SHA=$(jq -r '.Content.CodeSha256' '${{ matrix.layer }}_${{ matrix.arch }}.json')
           test "$(openssl dgst -sha256 -binary ${{ matrix.layer }}_${{ matrix.arch }}.zip | openssl enc -base64)" == "$SHA" && echo "SHA OK: ${SHA}" || exit 1
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets.AWS_IAM_ROLE }}
           aws-region: us-gov-east-1
@@ -173,7 +173,7 @@ jobs:
           SHA=$(jq -r '.Content.CodeSha256' '${{ matrix.layer }}_${{ matrix.arch }}.json')
           test "$(openssl dgst -sha256 -binary ${{ matrix.layer }}_${{ matrix.arch }}.zip | openssl enc -base64)" == "$SHA" && echo "SHA OK: ${SHA}" || exit 1
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets.AWS_IAM_ROLE }}
           aws-region: us-gov-west-1
diff --git a/.github/workflows/layer_govcloud_verify.yml b/.github/workflows/layer_govcloud_verify.yml
index 23cccc7b9d5..373029036db 100644
--- a/.github/workflows/layer_govcloud_verify.yml
+++ b/.github/workflows/layer_govcloud_verify.yml
@@ -40,7 +40,7 @@ jobs:
     environment: Prod (Readonly)
     steps:
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets.AWS_IAM_ROLE }}
           aws-region: us-east-1
@@ -71,7 +71,7 @@ jobs:
     environment: GovCloud Prod (East)
     steps:
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets.AWS_IAM_ROLE }}
           aws-region: us-gov-east-1
@@ -103,7 +103,7 @@ jobs:
     environment: GovCloud Prod (West)
     steps:
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets.AWS_IAM_ROLE }}
           aws-region: us-gov-east-1
diff --git a/.github/workflows/layers_partition_verify.yml b/.github/workflows/layers_partition_verify.yml
index c3701ca6179..4500a8a0ee9 100644
--- a/.github/workflows/layers_partition_verify.yml
+++ b/.github/workflows/layers_partition_verify.yml
@@ -88,7 +88,7 @@ jobs:
           - x86_64
     steps:
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets.AWS_IAM_ROLE }}
           aws-region: us-east-1
@@ -138,7 +138,7 @@ jobs:
         run: |
           echo 'CONVERTED_REGION=${{ matrix.region }}' | tr 'a-z\-' 'A-Z_' >> "$GITHUB_OUTPUT"
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets[format('IAM_ROLE_{0}', steps.transform.outputs.CONVERTED_REGION)] }}
           aws-region: ${{ matrix.region}}
diff --git a/.github/workflows/layers_partitions.yml b/.github/workflows/layers_partitions.yml
index 31818c7d61d..3d6246e5197 100644
--- a/.github/workflows/layers_partitions.yml
+++ b/.github/workflows/layers_partitions.yml
@@ -85,7 +85,7 @@ jobs:
           - x86_64
     steps:
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets.AWS_IAM_ROLE }}
           aws-region: us-east-1
@@ -150,7 +150,7 @@ jobs:
         run: |
           echo 'CONVERTED_REGION=${{ matrix.region }}' | tr 'a-z\-' 'A-Z_' >> "$GITHUB_OUTPUT"
       - name: Configure AWS Credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets[format('IAM_ROLE_{0}', steps.transform.outputs.CONVERTED_REGION)] }}
           aws-region: ${{ matrix.region}}
diff --git a/.github/workflows/ossf_scorecard.yml b/.github/workflows/ossf_scorecard.yml
index eecaa99f832..1914df80a33 100644
--- a/.github/workflows/ossf_scorecard.yml
+++ b/.github/workflows/ossf_scorecard.yml
@@ -22,12 +22,12 @@ jobs:
 
     steps:
       - name: "Checkout code"
-        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
         with:
           persist-credentials: false
 
       - name: "Run analysis"
-        uses: ossf/scorecard-action@4eaacf0543bb3f2c246792bd56e8cdeffafb205a # v2.4.3
+        uses: ossf/scorecard-action@2d1146689b8cda280b9bc96326124645441f03bc # v2.4.4
         with:
           results_file: results.sarif
           results_format: sarif
@@ -43,6 +43,6 @@ jobs:
 
       # Upload the results to GitHub's code scanning dashboard.
       - name: "Upload to code-scanning"
-        uses: github/codeql-action/upload-sarif@54f647b7e1bb85c95cddabcd46b0c578ec92bc1a # v4.36.3
+        uses: github/codeql-action/upload-sarif@e4fba868fa4b1b91e1fdab776edc8cfbe6e9fb81 # v4.37.3
         with:
           sarif_file: results.sarif
diff --git a/.github/workflows/pre-release.yml b/.github/workflows/pre-release.yml
index e58c2d0c569..0f45bbfa381 100644
--- a/.github/workflows/pre-release.yml
+++ b/.github/workflows/pre-release.yml
@@ -59,7 +59,7 @@ jobs:
         artifact_name: ${{ steps.seal_source_code.outputs.artifact_name }}
         RELEASE_VERSION: ${{ steps.release_version.outputs.RELEASE_VERSION }}
     steps:
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -99,7 +99,7 @@ jobs:
       contents: read
     steps:
       # NOTE: we need actions/checkout to configure git first (pre-commit hooks in make dev)
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -115,7 +115,7 @@ jobs:
       - name: Install poetry
         run: pipx install git+https://github.com/python-poetry/poetry@bd500dd3bdfaec3de6894144c9cedb3a9358be84 # v2.0.1
       - name: Set up Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
         with:
           python-version: "3.14"
           cache: "poetry"
@@ -140,7 +140,7 @@ jobs:
       attestation_hashes: ${{ steps.encoded_hash.outputs.attestation_hashes }}
     steps:
       # NOTE: we need actions/checkout to configure git first (pre-commit hooks in make dev)
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -153,7 +153,7 @@ jobs:
       - name: Install poetry
         run: pipx install git+https://github.com/python-poetry/poetry@bd500dd3bdfaec3de6894144c9cedb3a9358be84 # v2.0.1
       - name: Set up Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
         with:
           python-version: "3.14"
           cache: "poetry"
@@ -209,7 +209,7 @@ jobs:
       RELEASE_VERSION: ${{ needs.seal.outputs.RELEASE_VERSION }}
     steps:
       # NOTE: we need actions/checkout in order to use our local actions (e.g., ./.github/actions)
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -221,7 +221,7 @@ jobs:
 
       - name: Upload to PyPi prod
         if: ${{ !inputs.skip_pypi }}
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
+        uses: pypa/gh-action-pypi-publish@ba38be9e461d3875417946c167d0b5f3d385a247 # v1.14.1
 
   # Creates a PR with the latest version we've just released
   # since our trunk is protected against any direct pushes from automation
@@ -233,7 +233,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       # NOTE: we need actions/checkout to authenticate and configure git first
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
diff --git a/.github/workflows/publish_v3_layer.yml b/.github/workflows/publish_v3_layer.yml
index 41bea487d57..456533b055e 100644
--- a/.github/workflows/publish_v3_layer.yml
+++ b/.github/workflows/publish_v3_layer.yml
@@ -108,7 +108,7 @@ jobs:
         working-directory: ./layer_v3
     steps:
       - name: checkout
-        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -123,11 +123,11 @@ jobs:
           pipx install git+https://github.com/python-poetry/poetry@bd500dd3bdfaec3de6894144c9cedb3a9358be84 # v2.0.1
           pipx inject poetry git+https://github.com/python-poetry/poetry-plugin-export@8c83d26603ca94f2e203bfded7b6d7f530960e06 # v1.8.0
       - name: Setup Node.js
-        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
+        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
         with:
           node-version: "18.20.4"
       - name: Setup python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
         with:
           python-version: ${{ matrix.python-version }}
           cache: "pip"
@@ -264,7 +264,7 @@ jobs:
       pages: none
     steps:
       - name: Checkout repository # reusable workflows start clean, so we need to checkout again
-        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
diff --git a/.github/workflows/quality_check.yml b/.github/workflows/quality_check.yml
index f894553b79a..d434dbc841e 100644
--- a/.github/workflows/quality_check.yml
+++ b/.github/workflows/quality_check.yml
@@ -52,11 +52,11 @@ jobs:
     permissions:
       contents: read # checkout code only
     steps:
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0 # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
       - name: Install poetry
         run: pipx install poetry
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install dependencies
diff --git a/.github/workflows/quality_check_docs.yml b/.github/workflows/quality_check_docs.yml
index afc3ed9f05a..2506412fc5d 100644
--- a/.github/workflows/quality_check_docs.yml
+++ b/.github/workflows/quality_check_docs.yml
@@ -35,9 +35,9 @@ jobs:
     permissions:
       contents: read  # checkout code only
     steps:
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
       - name: Set up Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
         with:
           python-version: 3.14
       - name: Install doc generation dependencies
diff --git a/.github/workflows/quality_code_cdk_constructor.yml b/.github/workflows/quality_code_cdk_constructor.yml
index 5982d7dc1bf..cedb82b82bc 100644
--- a/.github/workflows/quality_code_cdk_constructor.yml
+++ b/.github/workflows/quality_code_cdk_constructor.yml
@@ -42,11 +42,11 @@ jobs:
       run:
         working-directory: ./layer_v3/layer_constructors
     steps:
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
       - name: Install poetry
         run: pipx install poetry
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
         with:
           python-version: ${{ matrix.python-version }}
           cache: "poetry"
diff --git a/.github/workflows/release-drafter.yml b/.github/workflows/release-drafter.yml
index ea31f077e5c..6f9d3cf5cd7 100644
--- a/.github/workflows/release-drafter.yml
+++ b/.github/workflows/release-drafter.yml
@@ -27,4 +27,4 @@ jobs:
     permissions:
       contents: write  # create release in draft mode
     steps:
-      - uses: release-drafter/release-drafter@4d75298e00d9e34c483e5ff8c68d0ea1c1940c1e # v7.5.1
+      - uses: release-drafter/release-drafter@eada3c96a64734dd381cfbda23511034e328ddb0 # v7.6.0
diff --git a/.github/workflows/release-v3.yml b/.github/workflows/release-v3.yml
index f5588fad0ae..a4d9e36937d 100644
--- a/.github/workflows/release-v3.yml
+++ b/.github/workflows/release-v3.yml
@@ -89,7 +89,7 @@ jobs:
           RELEASE_VERSION="${RELEASE_TAG_VERSION:1}"
           echo "RELEASE_VERSION=${RELEASE_VERSION}" >> "$GITHUB_OUTPUT"
 
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -124,7 +124,7 @@ jobs:
       contents: read
     steps:
       # NOTE: we need actions/checkout to configure git first (pre-commit hooks in make dev)
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -140,7 +140,7 @@ jobs:
       - name: Install poetry
         run: pipx install git+https://github.com/python-poetry/poetry@bd500dd3bdfaec3de6894144c9cedb3a9358be84 # v2.0.1
       - name: Set up Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
         with:
           python-version: "3.14"
           cache: "poetry"
@@ -165,7 +165,7 @@ jobs:
       attestation_hashes: ${{ steps.encoded_hash.outputs.attestation_hashes }}
     steps:
       # NOTE: we need actions/checkout to configure git first (pre-commit hooks in make dev)
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -178,7 +178,7 @@ jobs:
       - name: Install poetry
         run: pipx install git+https://github.com/python-poetry/poetry@bd500dd3bdfaec3de6894144c9cedb3a9358be84 # v2.0.1
       - name: Set up Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
         with:
           python-version: "3.14"
           cache: "poetry"
@@ -234,7 +234,7 @@ jobs:
       RELEASE_VERSION: ${{ needs.seal.outputs.RELEASE_VERSION }}
     steps:
       # NOTE: we need actions/checkout in order to use our local actions (e.g., ./.github/actions)
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -246,12 +246,12 @@ jobs:
 
       - name: Upload to PyPi prod
         if: ${{ !inputs.skip_pypi }}
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
+        uses: pypa/gh-action-pypi-publish@ba38be9e461d3875417946c167d0b5f3d385a247 # v1.14.1
 
       # PyPi test maintenance affected us numerous times, leaving for history purposes
       # - name: Upload to PyPi test
       #   if: ${{ !inputs.skip_pypi }}
-      #   uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # v1.14.0
+      #   uses: pypa/gh-action-pypi-publish@ba38be9e461d3875417946c167d0b5f3d385a247 # v1.14.1
       #   with:
       #     repository-url: https://test.pypi.org/legacy/
 
@@ -268,7 +268,7 @@ jobs:
       contents: write
     steps:
       # NOTE: we need actions/checkout to authenticate and configure git first
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -312,7 +312,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       # NOTE: we need actions/checkout to authenticate and configure git first
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -368,7 +368,7 @@ jobs:
     env:
       RELEASE_VERSION: ${{ needs.seal.outputs.RELEASE_VERSION }}
     steps:
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
       - name: Restore sealed source code
diff --git a/.github/workflows/reusable_deploy_v3_layer_stack.yml b/.github/workflows/reusable_deploy_v3_layer_stack.yml
index b6e2840e082..ef0bb9a5cc2 100644
--- a/.github/workflows/reusable_deploy_v3_layer_stack.yml
+++ b/.github/workflows/reusable_deploy_v3_layer_stack.yml
@@ -142,7 +142,7 @@ jobs:
             has_arm64_support: "true"
     steps:
       - name: checkout
-        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -157,17 +157,17 @@ jobs:
           pipx install git+https://github.com/python-poetry/poetry@bd500dd3bdfaec3de6894144c9cedb3a9358be84 # v2.0.1
           pipx inject poetry git+https://github.com/python-poetry/poetry-plugin-export@8c83d26603ca94f2e203bfded7b6d7f530960e06 # v1.8.0
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           aws-region: ${{ matrix.region }}
           role-to-assume: ${{ secrets.AWS_LAYERS_ROLE_ARN }}
           mask-aws-account-id: true
       - name: Setup Node.js
-        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
+        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
         with:
           node-version: "18.20.4"
       - name: Setup python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
         with:
           python-version: ${{ matrix.python-version }}
           cache: "pip"
diff --git a/.github/workflows/reusable_deploy_v3_sar.yml b/.github/workflows/reusable_deploy_v3_sar.yml
index ba2af3bb190..f72519ecc5d 100644
--- a/.github/workflows/reusable_deploy_v3_sar.yml
+++ b/.github/workflows/reusable_deploy_v3_sar.yml
@@ -75,7 +75,7 @@ jobs:
         python-version: ["3.10","3.11","3.12","3.13","3.14"]
     steps:
       - name: checkout
-        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           ref: ${{ env.RELEASE_COMMIT }}
 
@@ -87,7 +87,7 @@ jobs:
 
 
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           aws-region: ${{ env.AWS_REGION }}
           role-to-assume: ${{ secrets.AWS_LAYERS_ROLE_ARN }}
@@ -98,7 +98,7 @@ jobs:
       # we then jump to our specific SAR Account with the correctly scoped IAM Role
       # this allows us to have a single trail when a release occurs for a given layer (beta+prod+SAR beta+SAR prod)
       - name: AWS credentials SAR role
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         id: aws-credentials-sar-role
         with:
           aws-access-key-id: ${{ env.AWS_ACCESS_KEY_ID }}
@@ -109,7 +109,7 @@ jobs:
           role-to-assume: ${{ secrets.AWS_SAR_V3_ROLE_ARN }}
           mask-aws-account-id: true
       - name: Setup Node.js
-        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
+        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
         with:
           node-version: ${{ env.NODE_VERSION }}
       - name: Download artifact
diff --git a/.github/workflows/reusable_publish_changelog.yml b/.github/workflows/reusable_publish_changelog.yml
index eb862970d4f..cb7d62285f3 100644
--- a/.github/workflows/reusable_publish_changelog.yml
+++ b/.github/workflows/reusable_publish_changelog.yml
@@ -26,7 +26,7 @@ jobs:
       pull-requests: write  # create PR
     steps:
       - name: Checkout repository # reusable workflows start clean, so we need to checkout again
-        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           fetch-depth: 0
       - name: "Generate latest changelog"
diff --git a/.github/workflows/reusable_publish_docs.yml b/.github/workflows/reusable_publish_docs.yml
index 27b4b9642b0..6507e4922f9 100644
--- a/.github/workflows/reusable_publish_docs.yml
+++ b/.github/workflows/reusable_publish_docs.yml
@@ -42,12 +42,12 @@ jobs:
     permissions:
       id-token: write  # trade JWT token for AWS credentials in AWS Docs account
     steps:
-      - uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
         with:
           fetch-depth: 0
           ref: ${{ inputs.git_ref }}
       - name: Set up Python
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
         with:
           python-version: "3.12"
       - name: Install doc generation dependencies
@@ -68,7 +68,7 @@ jobs:
         env:
           BRANCH: ${{ inputs.git_ref }}
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           aws-region: us-east-1
           role-to-assume: ${{ secrets.AWS_DOCS_ROLE_ARN }}
diff --git a/.github/workflows/run-e2e-tests.yml b/.github/workflows/run-e2e-tests.yml
index 10ac5126934..ce1457abc91 100644
--- a/.github/workflows/run-e2e-tests.yml
+++ b/.github/workflows/run-e2e-tests.yml
@@ -52,17 +52,17 @@ jobs:
     if: ${{ github.actor != 'dependabot[bot]' && github.repository == 'aws-powertools/powertools-lambda-python' }}
     steps:
       - name: "Checkout"
-        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
       - name: Install poetry
         run: pipx install poetry
       - name: "Use Python"
-        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v6.3.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
         with:
           python-version: ${{ matrix.version }}
           architecture: "x64"
           cache: "poetry"
       - name: Setup Node.js
-        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
+        uses: actions/setup-node@820762786026740c76f36085b0efc47a31fe5020 # v7.0.0
         with:
           node-version: "20.10.0"
       - name: Install CDK CLI
@@ -72,7 +72,7 @@ jobs:
       - name: Install dependencies
         run: make dev-quality-code
       - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           role-to-assume: ${{ secrets.AWS_TEST_ROLE_ARN }}
           aws-region: ${{ env.AWS_DEFAULT_REGION }}
diff --git a/.github/workflows/secure_workflows.yml b/.github/workflows/secure_workflows.yml
index 00f0b3069a3..25d88bf8d09 100644
--- a/.github/workflows/secure_workflows.yml
+++ b/.github/workflows/secure_workflows.yml
@@ -30,7 +30,7 @@ jobs:
       contents: read  # checkout code and subsequently GitHub action workflows
     steps:
       - name: Checkout code
-        uses: actions/checkout@9c091bb21b7c1c1d1991bb908d89e4e9dddfe3e0  # v7.0.0
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
       - name: Ensure 3rd party workflows have SHA pinned
         uses: zgosalvez/github-actions-ensure-sha-pinned-actions@3db98c0363e2fa5df3e1c4c471777a7c10b24cc9 # v5.0.5
         with:
diff --git a/.github/workflows/update_ssm.yml b/.github/workflows/update_ssm.yml
index 056f2674d88..c71eafa1d86 100644
--- a/.github/workflows/update_ssm.yml
+++ b/.github/workflows/update_ssm.yml
@@ -89,7 +89,7 @@ jobs:
         run: |
           echo 'CONVERTED_REGION=${{ matrix.region }}' | tr 'a-z\-' 'A-Z_' >> "$GITHUB_OUTPUT"
       - id: creds
-        uses: aws-actions/configure-aws-credentials@254c19bd240aabef8777f48595e9d2d7b972184b # v6.2.1
+        uses: aws-actions/configure-aws-credentials@e6de054238d6b7531b4efff3b6587d9aade6a06c # v6.2.3
         with:
           aws-region: ${{ matrix.region }}
           role-to-assume: ${{ secrets[format('{0}', steps.transform.outputs.CONVERTED_REGION)] }}

From a563cf06cb457799d9ee8f6a17698f5a90247eac Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 11:47:53 +0200
Subject: [PATCH 07/36] chore(deps-dev): bump aws-cdk from 2.1129.0 to 2.1130.0
 in the aws-cdk group (#8339)

chore(deps-dev): bump aws-cdk in the aws-cdk group

Bumps the aws-cdk group with 1 update: [aws-cdk](https://github.com/aws/aws-cdk-cli/tree/HEAD/packages/aws-cdk).


Updates `aws-cdk` from 2.1129.0 to 2.1130.0
- [Release notes](https://github.com/aws/aws-cdk-cli/releases)
- [Commits](https://github.com/aws/aws-cdk-cli/commits/aws-cdk@v2.1130.0/packages/aws-cdk)

---
updated-dependencies:
- dependency-name: aws-cdk
  dependency-version: 2.1130.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: aws-cdk
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 package-lock.json | 8 ++++----
 package.json      | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index e8b56763f3b..6f1be92be0e 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -8,13 +8,13 @@
       "name": "aws-lambda-powertools-python-e2e",
       "version": "1.0.0",
       "devDependencies": {
-        "aws-cdk": "^2.1129.0"
+        "aws-cdk": "^2.1130.0"
       }
     },
     "node_modules/aws-cdk": {
-      "version": "2.1129.0",
-      "resolved": "https://registry.npmjs.org/aws-cdk/-/aws-cdk-2.1129.0.tgz",
-      "integrity": "sha512-M0EWbjeKW+baUsirjtKuWh7w/9dPxF8taEi2hqo9ecCjGeQxV1dzyosJf+caR3Jh7dFyyT3J8zEtRb/cU971Rw==",
+      "version": "2.1130.0",
+      "resolved": "https://registry.npmjs.org/aws-cdk/-/aws-cdk-2.1130.0.tgz",
+      "integrity": "sha512-LgSKHFTGhoT/lML48uiYIpdSHCwZLvUx/uZu5MqcZjh+OwWzM8nCxXY+OjKG3yASlx5JxeulXm4sRaUYo48qFQ==",
       "dev": true,
       "license": "Apache-2.0",
       "bin": {
diff --git a/package.json b/package.json
index b43ac00bdbd..55619510bcc 100644
--- a/package.json
+++ b/package.json
@@ -2,6 +2,6 @@
   "name": "aws-lambda-powertools-python-e2e",
   "version": "1.0.0",
   "devDependencies": {
-    "aws-cdk": "^2.1129.0"
+    "aws-cdk": "^2.1130.0"
   }
 }

From 4c4b98f7194bece5b3ca9028313ed99225f854fc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 11:49:04 +0200
Subject: [PATCH 08/36] chore(deps): bump pymdown-extensions from 10.21.3 to
 11.0 in /docs (#8358)

Bumps [pymdown-extensions](https://github.com/facelessuser/pymdown-extensions) from 10.21.3 to 11.0.
- [Release notes](https://github.com/facelessuser/pymdown-extensions/releases)
- [Commits](https://github.com/facelessuser/pymdown-extensions/compare/10.21.3...11.0)

---
updated-dependencies:
- dependency-name: pymdown-extensions
  dependency-version: '11.0'
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 docs/requirements.txt | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/requirements.txt b/docs/requirements.txt
index 441befb4538..dfb60bc395e 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -324,9 +324,9 @@ pygments==2.19.2 \
     --hash=sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887 \
     --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
     # via mkdocs-material
-pymdown-extensions==10.21.3 \
-    --hash=sha256:72cfcf55f07aea0d4af2c4f11dd4e52466ddfb1bb819673146398e0bd3a77354 \
-    --hash=sha256:d7a5d08014fc571e80ca21dd6f854e31f94c489800350564d55d15b3c41e76b6
+pymdown-extensions==11.0 \
+    --hash=sha256:8269cef0247f9e2d0a62fcea10860aba05c1cbab5470fd4b63230b96434dc589 \
+    --hash=sha256:fbc4acb641814fa9d17521bbd21a5240ef739a662f11c06330c4b78c93e954d6
     # via
     #   mkdocs-material
     #   mkdocstrings

From 94b84a3e0cf3733c9092417f98e9019702339ac8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 11:51:41 +0200
Subject: [PATCH 09/36] chore(deps): bump mkdocstrings-python from 1.19.0 to
 2.0.5 (#8344)

Bumps [mkdocstrings-python](https://github.com/mkdocstrings/python) from 1.19.0 to 2.0.5.
- [Release notes](https://github.com/mkdocstrings/python/releases)
- [Changelog](https://github.com/mkdocstrings/python/blob/main/CHANGELOG.md)
- [Commits](https://github.com/mkdocstrings/python/compare/1.19.0...2.0.5)

---
updated-dependencies:
- dependency-name: mkdocstrings-python
  dependency-version: 2.0.5
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 poetry.lock    | 45 +++++----------------------------------------
 pyproject.toml |  2 +-
 2 files changed, 6 insertions(+), 41 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index eaf80ca0b49..1e7bbf0495b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1937,41 +1937,6 @@ gitdb = ">=4.0.1,<5"
 doc = ["sphinx (>=7.4.7,<8)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"]
 test = ["basedpyright (==1.39.9) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.8\"", "mypy (==1.18.2) ; python_version >= \"3.9\"", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions ; python_version < \"3.11\""]
 
-[[package]]
-name = "griffe"
-version = "2.0.0"
-description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
-optional = false
-python-versions = ">=3.10"
-groups = ["dev"]
-files = [
-    {file = "griffe-2.0.0-py3-none-any.whl", hash = "sha256:5418081135a391c3e6e757a7f3f156f1a1a746cc7b4023868ff7d5e2f9a980aa"},
-    {file = "griffe-2.0.0.tar.gz", hash = "sha256:c68979cd8395422083a51ea7cf02f9c119d889646d99b7b656ee43725de1b80f"},
-]
-
-[package.dependencies]
-griffecli = "2.0.0"
-griffelib = "2.0.0"
-
-[package.extras]
-pypi = ["griffelib[pypi] (==2.0.0)"]
-
-[[package]]
-name = "griffecli"
-version = "2.0.0"
-description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
-optional = false
-python-versions = ">=3.10"
-groups = ["dev"]
-files = [
-    {file = "griffecli-2.0.0-py3-none-any.whl", hash = "sha256:9f7cd9ee9b21d55e91689358978d2385ae65c22f307a63fb3269acf3f21e643d"},
-    {file = "griffecli-2.0.0.tar.gz", hash = "sha256:312fa5ebb4ce6afc786356e2d0ce85b06c1c20d45abc42d74f0cda65e159f6ef"},
-]
-
-[package.dependencies]
-colorama = ">=0.4"
-griffelib = "2.0.0"
-
 [[package]]
 name = "griffelib"
 version = "2.0.0"
@@ -2860,18 +2825,18 @@ python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.19.0"
+version = "2.0.5"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "mkdocstrings_python-1.19.0-py3-none-any.whl", hash = "sha256:395c1032af8f005234170575cc0c5d4d20980846623b623b35594281be4a3059"},
-    {file = "mkdocstrings_python-1.19.0.tar.gz", hash = "sha256:917aac66cf121243c11db5b89f66b0ded6c53ec0de5318ff5e22424eb2f2e57c"},
+    {file = "mkdocstrings_python-2.0.5-py3-none-any.whl", hash = "sha256:30c837bbff016549f659fcba6539ac351303f0fd7e713c89a040611072236e9d"},
+    {file = "mkdocstrings_python-2.0.5.tar.gz", hash = "sha256:3a4d92556ad39637e88af94a5374213af9a8e3040c3824ceaed04b486c017594"},
 ]
 
 [package.dependencies]
-griffe = ">=1.13"
+griffelib = ">=2.0"
 mkdocs-autorefs = ">=1.4"
 mkdocstrings = ">=0.30"
 typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
@@ -5217,4 +5182,4 @@ valkey = ["valkey-glide"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<4.0.0"
-content-hash = "76b052fac1e517cf35f1c4ffea334118266db8464384a5c7dad9211439985034"
+content-hash = "08e37143f0927393aa997ebc6fe2a3324415f29d9086f6ba4f8d3a0815db7e42"
diff --git a/pyproject.toml b/pyproject.toml
index 4178dca4616..b6485f7ff20 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -124,7 +124,7 @@ testcontainers = { extras = ["redis"], version = ">=3.7.1,<5.0.0" }
 multiprocess = "^0.70.16"
 boto3-stubs = {extras = ["appconfig", "appconfigdata", "cloudformation", "cloudwatch", "dynamodb", "lambda", "logs", "s3", "secretsmanager", "ssm", "xray"], version = "^1.34.139"}
 nox = ">=2024.4.15,<2027.0.0"
-mkdocstrings-python = "^1.13.0"
+mkdocstrings-python = ">=1.13,<3.0"
 mkdocs-llmstxt = ">=0.2,<0.5"
 avro = "^1.12.0"
 protobuf = ">=6.30.2,<8.0.0"

From 074150f785f9c090603133e942feaae673cbe943 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 11:55:03 +0200
Subject: [PATCH 10/36] chore(deps): bump valkey-glide from 2.4.1 to 2.5.0
 (#8345)

Bumps [valkey-glide](https://github.com/valkey-io/valkey-glide) from 2.4.1 to 2.5.0.
- [Release notes](https://github.com/valkey-io/valkey-glide/releases)
- [Changelog](https://github.com/valkey-io/valkey-glide/blob/main/CHANGELOG.md)
- [Commits](https://github.com/valkey-io/valkey-glide/compare/v2.4.1...v2.5.0)

---
updated-dependencies:
- dependency-name: valkey-glide
  dependency-version: 2.4.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 poetry.lock | 131 +++++++++++++++++++++++++++++++++++-----------------
 1 file changed, 88 insertions(+), 43 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 1e7bbf0495b..77986c7abce 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -29,6 +29,7 @@ markers = {main = "extra == \"valkey\""}
 [package.dependencies]
 exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
+trio = {version = ">=0.32.0", optional = true, markers = "python_version >= \"3.10\" and extra == \"trio\""}
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
@@ -116,7 +117,7 @@ files = [
     {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
     {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
 ]
-markers = {main = "extra == \"all\" or extra == \"datamasking\""}
+markers = {main = "extra == \"valkey\" or extra == \"all\" or extra == \"datamasking\""}
 
 [[package]]
 name = "avro"
@@ -1181,7 +1182,7 @@ files = [
     {file = "cffi-2.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9"},
     {file = "cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529"},
 ]
-markers = {main = "(extra == \"all\" or extra == \"datamasking\") and platform_python_implementation != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\""}
+markers = {main = "(extra == \"all\" or extra == \"datamasking\" or extra == \"valkey\") and (platform_python_implementation != \"PyPy\" or extra == \"valkey\")", dev = "platform_python_implementation != \"PyPy\""}
 
 [package.dependencies]
 pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
@@ -2055,7 +2056,7 @@ files = [
     {file = "idna-3.15-py3-none-any.whl", hash = "sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8"},
     {file = "idna-3.15.tar.gz", hash = "sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc"},
 ]
-markers = {main = "extra == \"datadog\" or extra == \"valkey\""}
+markers = {main = "extra == \"valkey\" or extra == \"datadog\""}
 
 [package.extras]
 all = ["mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
@@ -3250,6 +3251,22 @@ files = [
 importlib-metadata = ">=6.0,<8.8.0"
 typing-extensions = ">=4.5.0"
 
+[[package]]
+name = "outcome"
+version = "1.3.0.post0"
+description = "Capture the outcome of Python function calls."
+optional = true
+python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"valkey\""
+files = [
+    {file = "outcome-1.3.0.post0-py2.py3-none-any.whl", hash = "sha256:e771c5ce06d1415e356078d3bdd68523f284b4ce5419828922b6871e65eda82b"},
+    {file = "outcome-1.3.0.post0.tar.gz", hash = "sha256:9dcf02e65f2971b80047b377468e72a268e15c0af3cf1238e6ff14f7f91143b8"},
+]
+
+[package.dependencies]
+attrs = ">=19.2.0"
+
 [[package]]
 name = "packaging"
 version = "26.0"
@@ -3378,7 +3395,7 @@ files = [
     {file = "pycparser-3.0-py3-none-any.whl", hash = "sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992"},
     {file = "pycparser-3.0.tar.gz", hash = "sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29"},
 ]
-markers = {main = "(extra == \"all\" or extra == \"datamasking\") and platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""}
+markers = {main = "(extra == \"all\" or extra == \"datamasking\" or extra == \"valkey\") and (platform_python_implementation != \"PyPy\" or extra == \"valkey\") and implementation_name != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""}
 
 [[package]]
 name = "pydantic"
@@ -4447,6 +4464,19 @@ files = [
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
 ]
 
+[[package]]
+name = "sortedcontainers"
+version = "2.4.0"
+description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+optional = true
+python-versions = "*"
+groups = ["main"]
+markers = "extra == \"valkey\""
+files = [
+    {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
+    {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
+]
+
 [[package]]
 name = "soupsieve"
 version = "2.8.4"
@@ -4603,6 +4633,28 @@ files = [
     {file = "tomli-2.4.0.tar.gz", hash = "sha256:aa89c3f6c277dd275d8e243ad24f3b5e701491a860d5121f2cdd399fbb31fc9c"},
 ]
 
+[[package]]
+name = "trio"
+version = "0.33.0"
+description = "A friendly Python library for async concurrency and I/O"
+optional = true
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "extra == \"valkey\""
+files = [
+    {file = "trio-0.33.0-py3-none-any.whl", hash = "sha256:3bd5d87f781d9b0192d592aef28691f8951d6c2e41b7e1da4c25cde6c180ae9b"},
+    {file = "trio-0.33.0.tar.gz", hash = "sha256:a29b92b73f09d4b48ed249acd91073281a7f1063f09caba5dc70465b5c7aa970"},
+]
+
+[package.dependencies]
+attrs = ">=23.2.0"
+cffi = {version = ">=1.14", markers = "os_name == \"nt\" and implementation_name != \"pypy\""}
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+idna = "*"
+outcome = "*"
+sniffio = ">=1.3.0"
+sortedcontainers = "*"
+
 [[package]]
 name = "ty"
 version = "0.0.49"
@@ -4922,54 +4974,47 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "valkey-glide"
-version = "2.4.1"
+version = "2.5.0"
 description = "Valkey GLIDE Async client. Supports Valkey and Redis OSS."
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"valkey\""
 files = [
-    {file = "valkey_glide-2.4.1-cp310-cp310-macosx_10_7_x86_64.whl", hash = "sha256:91c7ab69c121b28a21b3e36a084a792dfc21be7221a667c535dc7f36d4fb0e4b"},
-    {file = "valkey_glide-2.4.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:68a4fa31431927f43d1fe7a34809ed3cde9a437d7ac7ec5af51871e4cf272edb"},
-    {file = "valkey_glide-2.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f37d059d71520ac1bd25469cd4b67d87ea8cab995cc25af48d83d19469fd3048"},
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+    {file = "valkey_glide-2.5.0.tar.gz", hash = "sha256:21a9c037107af5ba3cdb27ed126abc02c75f9690dd6e82272f2a91042f4b8a2e"},
 ]
 
 [package.dependencies]
-anyio = ">=4.9.0"
+anyio = {version = ">=4.9.0", extras = ["trio"]}
+cffi = ">=1.0.0"
 protobuf = ">=3.20"
 sniffio = "*"
 typing-extensions = {version = ">=4.8.0", markers = "python_version < \"3.11\""}

From ec8cd725a1b4f394ba37383346370c18d9dd8176 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 11:59:19 +0200
Subject: [PATCH 11/36] chore(deps-dev): bump types-requests from
 2.33.0.20260518 to 2.33.0.20260712 (#8343)

chore(deps-dev): bump types-requests

Bumps [types-requests](https://github.com/python/typeshed) from 2.33.0.20260518 to 2.33.0.20260712.
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: types-requests
  dependency-version: 2.33.0.20260712
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 77986c7abce..5e4a774d6bb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4784,14 +4784,14 @@ types-pyOpenSSL = "*"
 
 [[package]]
 name = "types-requests"
-version = "2.33.0.20260518"
+version = "2.33.0.20260712"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "types_requests-2.33.0.20260518-py3-none-any.whl", hash = "sha256:626d697d1adaaff76e2044dc8c5c051d8f21abc157bdfe204a75558076fe0bf0"},
-    {file = "types_requests-2.33.0.20260518.tar.gz", hash = "sha256:df7bd3bfe0ca8402dfb841e7d9be714bb5578203283d66d7dc4ef69343449a5e"},
+    {file = "types_requests-2.33.0.20260712-py3-none-any.whl", hash = "sha256:de027e28c171d3da529689cbfa023b0b4eab188c8dfa22fd834eebd2cee6e7bb"},
+    {file = "types_requests-2.33.0.20260712.tar.gz", hash = "sha256:2141b67ab534a5c5cd2dac5034f2a35f42e699c5bf185eee608c5246a069d7fb"},
 ]
 
 [package.dependencies]

From a12993833f183128e5f718e2b886ed752d8eeddc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 7 Aug 2026 12:06:00 +0200
Subject: [PATCH 12/36] chore(deps-dev): bump pymdown-extensions from 10.21.3
 to 11.0 (#8359)

Bumps [pymdown-extensions](https://github.com/facelessuser/pymdown-extensions) from 10.21.3 to 11.0.
- [Release notes](https://github.com/facelessuser/pymdown-extensions/releases)
- [Commits](https://github.com/facelessuser/pymdown-extensions/compare/10.21.3...11.0)

---
updated-dependencies:
- dependency-name: pymdown-extensions
  dependency-version: '11.0'
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5e4a774d6bb..3b76b62f619 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3596,14 +3596,14 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.21.3"
+version = "11.0"
 description = "Extension pack for Python Markdown."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "pymdown_extensions-10.21.3-py3-none-any.whl", hash = "sha256:d7a5d08014fc571e80ca21dd6f854e31f94c489800350564d55d15b3c41e76b6"},
-    {file = "pymdown_extensions-10.21.3.tar.gz", hash = "sha256:72cfcf55f07aea0d4af2c4f11dd4e52466ddfb1bb819673146398e0bd3a77354"},
+    {file = "pymdown_extensions-11.0-py3-none-any.whl", hash = "sha256:fbc4acb641814fa9d17521bbd21a5240ef739a662f11c06330c4b78c93e954d6"},
+    {file = "pymdown_extensions-11.0.tar.gz", hash = "sha256:8269cef0247f9e2d0a62fcea10860aba05c1cbab5470fd4b63230b96434dc589"},
 ]
 
 [package.dependencies]

From 957dde27b6481b061644122886fd176745442b61 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sun, 9 Aug 2026 14:44:13 +0100
Subject: [PATCH 13/36] chore(deps-dev): bump pymdown-extensions from 11.0 to
 11.0.1 (#8371)

Bumps [pymdown-extensions](https://github.com/facelessuser/pymdown-extensions) from 11.0 to 11.0.1.
- [Release notes](https://github.com/facelessuser/pymdown-extensions/releases)
- [Commits](https://github.com/facelessuser/pymdown-extensions/compare/11.0...11.0.1)

---
updated-dependencies:
- dependency-name: pymdown-extensions
  dependency-version: 11.0.1
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 3b76b62f619..9572f5d571b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3596,14 +3596,14 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "11.0"
+version = "11.0.1"
 description = "Extension pack for Python Markdown."
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "pymdown_extensions-11.0-py3-none-any.whl", hash = "sha256:fbc4acb641814fa9d17521bbd21a5240ef739a662f11c06330c4b78c93e954d6"},
-    {file = "pymdown_extensions-11.0.tar.gz", hash = "sha256:8269cef0247f9e2d0a62fcea10860aba05c1cbab5470fd4b63230b96434dc589"},
+    {file = "pymdown_extensions-11.0.1-py3-none-any.whl", hash = "sha256:db3943a62bab7e03af1364f0c4083e64b91fb097675a4b6cceccfbe9a77e5eb2"},
+    {file = "pymdown_extensions-11.0.1.tar.gz", hash = "sha256:dd2905ae6fc5b75582fafb139a1266ffc754705efa902aa50067fa7ff4f94ec0"},
 ]
 
 [package.dependencies]

From 4aae60981c556c352cad389ea0750f32dc662992 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sun, 9 Aug 2026 14:47:16 +0100
Subject: [PATCH 14/36] chore(deps-dev): bump gitpython from 3.1.57 to 3.1.58
 (#8369)

Bumps [gitpython](https://github.com/gitpython-developers/GitPython) from 3.1.57 to 3.1.58.
- [Release notes](https://github.com/gitpython-developers/GitPython/releases)
- [Changelog](https://github.com/gitpython-developers/GitPython/blob/main/CHANGES)
- [Commits](https://github.com/gitpython-developers/GitPython/compare/3.1.57...3.1.58)

---
updated-dependencies:
- dependency-name: gitpython
  dependency-version: 3.1.58
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 9572f5d571b..ebf01c0c3a3 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1921,14 +1921,14 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.57"
+version = "3.1.58"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 files = [
-    {file = "gitpython-3.1.57-py3-none-any.whl", hash = "sha256:4ccf7d73c10f5c9e76043fbb2675ac5a1b3ff5b41e648f56bcbed5f63792ecaf"},
-    {file = "gitpython-3.1.57.tar.gz", hash = "sha256:c493ec57c0ef6b19743798b6a5af859c71814b524e7e6f97baa2f8e658961488"},
+    {file = "gitpython-3.1.58-py3-none-any.whl", hash = "sha256:d331e722577f0fd7fc1f857419b3ecc07af66282b933d2a4d95f84a042fdd50f"},
+    {file = "gitpython-3.1.58.tar.gz", hash = "sha256:621416df10ef3fd0e19fabf9172ddeed0fa704d353d04f194eec56a625a95b22"},
 ]
 
 [package.dependencies]

From 29e07ef1b6687ca4c30adf3ab00951f1a9931ef5 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sun, 9 Aug 2026 14:49:25 +0100
Subject: [PATCH 15/36] chore(deps): bump gitpython from 3.1.57 to 3.1.58 in
 /docs (#8368)

Bumps [gitpython](https://github.com/gitpython-developers/GitPython) from 3.1.57 to 3.1.58.
- [Release notes](https://github.com/gitpython-developers/GitPython/releases)
- [Changelog](https://github.com/gitpython-developers/GitPython/blob/main/CHANGES)
- [Commits](https://github.com/gitpython-developers/GitPython/compare/3.1.57...3.1.58)

---
updated-dependencies:
- dependency-name: gitpython
  dependency-version: 3.1.58
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 docs/requirements.txt | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/requirements.txt b/docs/requirements.txt
index dfb60bc395e..b62a378ce26 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -139,9 +139,9 @@ gitdb==4.0.12 \
     --hash=sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571 \
     --hash=sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf
     # via gitpython
-gitpython==3.1.57 \
-    --hash=sha256:4ccf7d73c10f5c9e76043fbb2675ac5a1b3ff5b41e648f56bcbed5f63792ecaf \
-    --hash=sha256:c493ec57c0ef6b19743798b6a5af859c71814b524e7e6f97baa2f8e658961488
+gitpython==3.1.58 \
+    --hash=sha256:621416df10ef3fd0e19fabf9172ddeed0fa704d353d04f194eec56a625a95b22 \
+    --hash=sha256:d331e722577f0fd7fc1f857419b3ecc07af66282b933d2a4d95f84a042fdd50f
     # via mkdocs-git-revision-date-plugin
 griffe==1.13.0 \
     --hash=sha256:246ea436a5e78f7fbf5f24ca8a727bb4d2a4b442a2959052eea3d0bfe9a076e0 \

From 8de9a2809f92338b34edd1674061e062c83bca19 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Sun, 9 Aug 2026 14:50:44 +0100
Subject: [PATCH 16/36] chore(deps): bump pymdown-extensions from 11.0 to
 11.0.1 in /docs (#8370)

Bumps [pymdown-extensions](https://github.com/facelessuser/pymdown-extensions) from 11.0 to 11.0.1.
- [Release notes](https://github.com/facelessuser/pymdown-extensions/releases)
- [Commits](https://github.com/facelessuser/pymdown-extensions/compare/11.0...11.0.1)

---
updated-dependencies:
- dependency-name: pymdown-extensions
  dependency-version: 11.0.1
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 docs/requirements.txt | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/docs/requirements.txt b/docs/requirements.txt
index b62a378ce26..7a856dd6795 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -324,9 +324,9 @@ pygments==2.19.2 \
     --hash=sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887 \
     --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b
     # via mkdocs-material
-pymdown-extensions==11.0 \
-    --hash=sha256:8269cef0247f9e2d0a62fcea10860aba05c1cbab5470fd4b63230b96434dc589 \
-    --hash=sha256:fbc4acb641814fa9d17521bbd21a5240ef739a662f11c06330c4b78c93e954d6
+pymdown-extensions==11.0.1 \
+    --hash=sha256:db3943a62bab7e03af1364f0c4083e64b91fb097675a4b6cceccfbe9a77e5eb2 \
+    --hash=sha256:dd2905ae6fc5b75582fafb139a1266ffc754705efa902aa50067fa7ff4f94ec0
     # via
     #   mkdocs-material
     #   mkdocstrings

From dccd8502793a2408804dc0af95e94556bb06449b Mon Sep 17 00:00:00 2001
From: Leandro Damascena <lcdama@amazon.pt>
Date: Mon, 10 Aug 2026 11:28:56 +0100
Subject: [PATCH 17/36] feat: promote circuit breaker to GA (#8373)

---
 .../utilities/circuit_breaker/__init__.py     | 29 +++++++++++++++
 .../base.py                                   | 10 +++---
 .../circuit_breaker.py                        | 10 +++---
 .../config.py                                 |  2 +-
 .../exceptions.py                             |  2 +-
 .../circuit_breaker/persistence/__init__.py   | 15 ++++++++
 .../persistence/base.py                       |  6 ++--
 .../persistence/dynamodb.py                   | 10 +++---
 .../persistence/record.py                     |  2 +-
 .../states.py                                 |  0
 .../circuit_breaker_alpha/__init__.py         | 35 -------------------
 .../persistence/__init__.py                   | 15 --------
 .../circuit_breaker/circuit_breaker.md        |  2 ++
 docs/api_doc/circuit_breaker/config.md        |  2 ++
 docs/api_doc/circuit_breaker/exceptions.md    |  2 ++
 docs/api_doc/circuit_breaker/persistence.md   |  2 ++
 docs/api_doc/circuit_breaker/states.md        |  2 ++
 .../circuit_breaker_alpha/circuit_breaker.md  |  2 --
 docs/api_doc/circuit_breaker_alpha/config.md  |  2 --
 .../circuit_breaker_alpha/exceptions.md       |  2 --
 .../circuit_breaker_alpha/persistence.md      |  2 --
 docs/api_doc/circuit_breaker_alpha/states.md  |  2 --
 docs/utilities/circuit_breaker.md             | 21 ++++-------
 .../getting_started_with_circuit_breaker.py   |  4 +--
 .../src/working_with_callback.py              |  4 +--
 .../src/working_with_composite_primary_key.py |  4 +--
 .../src/working_with_metrics.py               |  4 +--
 .../src/working_without_callback.py           |  4 +--
 .../templates/sam.yaml                        |  0
 .../__init__.py                               |  0
 .../conftest.py                               | 10 +++---
 .../test_circuit_breaker.py                   |  8 ++---
 .../test_dynamodb_persistence.py              | 12 +++----
 .../_fastjsonschema/test_validator.py         |  3 +-
 .../__init__.py                               |  0
 .../test_config_and_states.py                 |  8 ++---
 36 files changed, 113 insertions(+), 125 deletions(-)
 create mode 100644 aws_lambda_powertools/utilities/circuit_breaker/__init__.py
 rename aws_lambda_powertools/utilities/{circuit_breaker_alpha => circuit_breaker}/base.py (96%)
 rename aws_lambda_powertools/utilities/{circuit_breaker_alpha => circuit_breaker}/circuit_breaker.py (90%)
 rename aws_lambda_powertools/utilities/{circuit_breaker_alpha => circuit_breaker}/config.py (98%)
 rename aws_lambda_powertools/utilities/{circuit_breaker_alpha => circuit_breaker}/exceptions.py (96%)
 create mode 100644 aws_lambda_powertools/utilities/circuit_breaker/persistence/__init__.py
 rename aws_lambda_powertools/utilities/{circuit_breaker_alpha => circuit_breaker}/persistence/base.py (97%)
 rename aws_lambda_powertools/utilities/{circuit_breaker_alpha => circuit_breaker}/persistence/dynamodb.py (96%)
 rename aws_lambda_powertools/utilities/{circuit_breaker_alpha => circuit_breaker}/persistence/record.py (95%)
 rename aws_lambda_powertools/utilities/{circuit_breaker_alpha => circuit_breaker}/states.py (100%)
 delete mode 100644 aws_lambda_powertools/utilities/circuit_breaker_alpha/__init__.py
 delete mode 100644 aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/__init__.py
 create mode 100644 docs/api_doc/circuit_breaker/circuit_breaker.md
 create mode 100644 docs/api_doc/circuit_breaker/config.md
 create mode 100644 docs/api_doc/circuit_breaker/exceptions.md
 create mode 100644 docs/api_doc/circuit_breaker/persistence.md
 create mode 100644 docs/api_doc/circuit_breaker/states.md
 delete mode 100644 docs/api_doc/circuit_breaker_alpha/circuit_breaker.md
 delete mode 100644 docs/api_doc/circuit_breaker_alpha/config.md
 delete mode 100644 docs/api_doc/circuit_breaker_alpha/exceptions.md
 delete mode 100644 docs/api_doc/circuit_breaker_alpha/persistence.md
 delete mode 100644 docs/api_doc/circuit_breaker_alpha/states.md
 rename examples/{circuit_breaker_alpha => circuit_breaker}/src/getting_started_with_circuit_breaker.py (83%)
 rename examples/{circuit_breaker_alpha => circuit_breaker}/src/working_with_callback.py (87%)
 rename examples/{circuit_breaker_alpha => circuit_breaker}/src/working_with_composite_primary_key.py (80%)
 rename examples/{circuit_breaker_alpha => circuit_breaker}/src/working_with_metrics.py (88%)
 rename examples/{circuit_breaker_alpha => circuit_breaker}/src/working_without_callback.py (90%)
 rename examples/{circuit_breaker_alpha => circuit_breaker}/templates/sam.yaml (100%)
 rename tests/functional/{circuit_breaker_alpha => circuit_breaker}/__init__.py (100%)
 rename tests/functional/{circuit_breaker_alpha => circuit_breaker}/conftest.py (90%)
 rename tests/functional/{circuit_breaker_alpha => circuit_breaker}/test_circuit_breaker.py (98%)
 rename tests/functional/{circuit_breaker_alpha => circuit_breaker}/test_dynamodb_persistence.py (96%)
 rename tests/unit/{circuit_breaker_alpha => circuit_breaker}/__init__.py (100%)
 rename tests/unit/{circuit_breaker_alpha => circuit_breaker}/test_config_and_states.py (93%)

diff --git a/aws_lambda_powertools/utilities/circuit_breaker/__init__.py b/aws_lambda_powertools/utilities/circuit_breaker/__init__.py
new file mode 100644
index 00000000000..ffe5ce3cb7a
--- /dev/null
+++ b/aws_lambda_powertools/utilities/circuit_breaker/__init__.py
@@ -0,0 +1,29 @@
+"""
+Circuit Breaker utility for protecting unhealthy downstream dependencies.
+"""
+
+from aws_lambda_powertools.utilities.circuit_breaker.circuit_breaker import circuit_breaker
+from aws_lambda_powertools.utilities.circuit_breaker.config import CircuitBreakerConfig
+from aws_lambda_powertools.utilities.circuit_breaker.exceptions import (
+    CircuitBreakerConfigError,
+    CircuitBreakerError,
+    CircuitBreakerOpenError,
+    CircuitBreakerPersistenceError,
+)
+from aws_lambda_powertools.utilities.circuit_breaker.states import (
+    CircuitInfo,
+    CircuitState,
+    CircuitTransition,
+)
+
+__all__ = (
+    "circuit_breaker",
+    "CircuitBreakerConfig",
+    "CircuitInfo",
+    "CircuitState",
+    "CircuitTransition",
+    "CircuitBreakerError",
+    "CircuitBreakerOpenError",
+    "CircuitBreakerConfigError",
+    "CircuitBreakerPersistenceError",
+)
diff --git a/aws_lambda_powertools/utilities/circuit_breaker_alpha/base.py b/aws_lambda_powertools/utilities/circuit_breaker/base.py
similarity index 96%
rename from aws_lambda_powertools/utilities/circuit_breaker_alpha/base.py
rename to aws_lambda_powertools/utilities/circuit_breaker/base.py
index 88fcedf61fe..f0375885d18 100644
--- a/aws_lambda_powertools/utilities/circuit_breaker_alpha/base.py
+++ b/aws_lambda_powertools/utilities/circuit_breaker/base.py
@@ -15,17 +15,17 @@
 import uuid
 from typing import TYPE_CHECKING, Any
 
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.exceptions import CircuitBreakerOpenError
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.states import CircuitState, CircuitTransition
+from aws_lambda_powertools.utilities.circuit_breaker.exceptions import CircuitBreakerOpenError
+from aws_lambda_powertools.utilities.circuit_breaker.states import CircuitState, CircuitTransition
 
 if TYPE_CHECKING:
     from collections.abc import Callable
 
-    from aws_lambda_powertools.utilities.circuit_breaker_alpha.config import CircuitBreakerConfig
-    from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.base import (
+    from aws_lambda_powertools.utilities.circuit_breaker.config import CircuitBreakerConfig
+    from aws_lambda_powertools.utilities.circuit_breaker.persistence.base import (
         CircuitBreakerPersistenceLayer,
     )
-    from aws_lambda_powertools.utilities.circuit_breaker_alpha.states import CircuitInfo
+    from aws_lambda_powertools.utilities.circuit_breaker.states import CircuitInfo
 
 logger = logging.getLogger(__name__)
 
diff --git a/aws_lambda_powertools/utilities/circuit_breaker_alpha/circuit_breaker.py b/aws_lambda_powertools/utilities/circuit_breaker/circuit_breaker.py
similarity index 90%
rename from aws_lambda_powertools/utilities/circuit_breaker_alpha/circuit_breaker.py
rename to aws_lambda_powertools/utilities/circuit_breaker/circuit_breaker.py
index de4e66b0680..f0d65542607 100644
--- a/aws_lambda_powertools/utilities/circuit_breaker_alpha/circuit_breaker.py
+++ b/aws_lambda_powertools/utilities/circuit_breaker/circuit_breaker.py
@@ -12,14 +12,14 @@
 
 from aws_lambda_powertools.shared import constants
 from aws_lambda_powertools.shared.functions import strtobool
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.base import CircuitBreakerHandler
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.config import CircuitBreakerConfig
+from aws_lambda_powertools.utilities.circuit_breaker.base import CircuitBreakerHandler
+from aws_lambda_powertools.utilities.circuit_breaker.config import CircuitBreakerConfig
 from aws_lambda_powertools.warnings import PowertoolsUserWarning
 
 if TYPE_CHECKING:
     from collections.abc import Callable
 
-    from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.base import (
+    from aws_lambda_powertools.utilities.circuit_breaker.persistence.base import (
         CircuitBreakerPersistenceLayer,
     )
 
@@ -73,8 +73,8 @@ def circuit_breaker(
     -------
     **Protect a payment backend, buffering rejected requests**
 
-        from aws_lambda_powertools.utilities.circuit_breaker_alpha import circuit_breaker, CircuitInfo
-        from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence import (
+        from aws_lambda_powertools.utilities.circuit_breaker import circuit_breaker, CircuitInfo
+        from aws_lambda_powertools.utilities.circuit_breaker.persistence import (
             CircuitBreakerDynamoDBPersistence,
         )
 
diff --git a/aws_lambda_powertools/utilities/circuit_breaker_alpha/config.py b/aws_lambda_powertools/utilities/circuit_breaker/config.py
similarity index 98%
rename from aws_lambda_powertools/utilities/circuit_breaker_alpha/config.py
rename to aws_lambda_powertools/utilities/circuit_breaker/config.py
index 398ff33d6e2..7ee1259a697 100644
--- a/aws_lambda_powertools/utilities/circuit_breaker_alpha/config.py
+++ b/aws_lambda_powertools/utilities/circuit_breaker/config.py
@@ -6,7 +6,7 @@
 
 from typing import TYPE_CHECKING
 
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.exceptions import CircuitBreakerConfigError
+from aws_lambda_powertools.utilities.circuit_breaker.exceptions import CircuitBreakerConfigError
 
 if TYPE_CHECKING:
     from collections.abc import Iterable
diff --git a/aws_lambda_powertools/utilities/circuit_breaker_alpha/exceptions.py b/aws_lambda_powertools/utilities/circuit_breaker/exceptions.py
similarity index 96%
rename from aws_lambda_powertools/utilities/circuit_breaker_alpha/exceptions.py
rename to aws_lambda_powertools/utilities/circuit_breaker/exceptions.py
index cf3c350fc83..063cf5f9c4a 100644
--- a/aws_lambda_powertools/utilities/circuit_breaker_alpha/exceptions.py
+++ b/aws_lambda_powertools/utilities/circuit_breaker/exceptions.py
@@ -7,7 +7,7 @@
 from typing import TYPE_CHECKING
 
 if TYPE_CHECKING:
-    from aws_lambda_powertools.utilities.circuit_breaker_alpha.states import CircuitInfo
+    from aws_lambda_powertools.utilities.circuit_breaker.states import CircuitInfo
 
 
 class CircuitBreakerError(Exception):
diff --git a/aws_lambda_powertools/utilities/circuit_breaker/persistence/__init__.py b/aws_lambda_powertools/utilities/circuit_breaker/persistence/__init__.py
new file mode 100644
index 00000000000..3669d207b26
--- /dev/null
+++ b/aws_lambda_powertools/utilities/circuit_breaker/persistence/__init__.py
@@ -0,0 +1,15 @@
+"""
+Persistence layers for the Circuit Breaker utility.
+"""
+
+from aws_lambda_powertools.utilities.circuit_breaker.persistence.base import CircuitBreakerPersistenceLayer
+from aws_lambda_powertools.utilities.circuit_breaker.persistence.dynamodb import (
+    CircuitBreakerDynamoDBPersistence,
+)
+from aws_lambda_powertools.utilities.circuit_breaker.persistence.record import CircuitStateRecord
+
+__all__ = (
+    "CircuitBreakerPersistenceLayer",
+    "CircuitBreakerDynamoDBPersistence",
+    "CircuitStateRecord",
+)
diff --git a/aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/base.py b/aws_lambda_powertools/utilities/circuit_breaker/persistence/base.py
similarity index 97%
rename from aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/base.py
rename to aws_lambda_powertools/utilities/circuit_breaker/persistence/base.py
index a4ca7e1985b..c7dc05c637f 100644
--- a/aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/base.py
+++ b/aws_lambda_powertools/utilities/circuit_breaker/persistence/base.py
@@ -15,11 +15,11 @@
 from typing import TYPE_CHECKING, NamedTuple
 
 from aws_lambda_powertools.shared.cache_dict import LRUDict
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.record import CircuitStateRecord
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.states import CircuitState
+from aws_lambda_powertools.utilities.circuit_breaker.persistence.record import CircuitStateRecord
+from aws_lambda_powertools.utilities.circuit_breaker.states import CircuitState
 
 if TYPE_CHECKING:
-    from aws_lambda_powertools.utilities.circuit_breaker_alpha.config import CircuitBreakerConfig
+    from aws_lambda_powertools.utilities.circuit_breaker.config import CircuitBreakerConfig
 
 logger = logging.getLogger(__name__)
 
diff --git a/aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/dynamodb.py b/aws_lambda_powertools/utilities/circuit_breaker/persistence/dynamodb.py
similarity index 96%
rename from aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/dynamodb.py
rename to aws_lambda_powertools/utilities/circuit_breaker/persistence/dynamodb.py
index edcbf502ab5..3b1f36aa9f3 100644
--- a/aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/dynamodb.py
+++ b/aws_lambda_powertools/utilities/circuit_breaker/persistence/dynamodb.py
@@ -15,13 +15,13 @@
 from botocore.exceptions import ClientError
 
 from aws_lambda_powertools.shared import constants, user_agent
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.exceptions import CircuitBreakerConfigError
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.base import (
+from aws_lambda_powertools.utilities.circuit_breaker.exceptions import CircuitBreakerConfigError
+from aws_lambda_powertools.utilities.circuit_breaker.persistence.base import (
     CircuitBreakerExistingLockError,
     CircuitBreakerPersistenceLayer,
 )
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.record import CircuitStateRecord
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.states import CircuitState
+from aws_lambda_powertools.utilities.circuit_breaker.persistence.record import CircuitStateRecord
+from aws_lambda_powertools.utilities.circuit_breaker.states import CircuitState
 from aws_lambda_powertools.warnings import PowertoolsUserWarning
 
 if TYPE_CHECKING:
@@ -75,7 +75,7 @@ class CircuitBreakerDynamoDBPersistence(CircuitBreakerPersistenceLayer):
     -------
     **Create a DynamoDB-backed circuit breaker store**
 
-        from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence import (
+        from aws_lambda_powertools.utilities.circuit_breaker.persistence import (
             CircuitBreakerDynamoDBPersistence,
         )
 
diff --git a/aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/record.py b/aws_lambda_powertools/utilities/circuit_breaker/persistence/record.py
similarity index 95%
rename from aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/record.py
rename to aws_lambda_powertools/utilities/circuit_breaker/persistence/record.py
index ec48737810f..55b486099cd 100644
--- a/aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/record.py
+++ b/aws_lambda_powertools/utilities/circuit_breaker/persistence/record.py
@@ -6,7 +6,7 @@
 
 from dataclasses import dataclass
 
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.states import CircuitInfo, CircuitState
+from aws_lambda_powertools.utilities.circuit_breaker.states import CircuitInfo, CircuitState
 
 
 @dataclass
diff --git a/aws_lambda_powertools/utilities/circuit_breaker_alpha/states.py b/aws_lambda_powertools/utilities/circuit_breaker/states.py
similarity index 100%
rename from aws_lambda_powertools/utilities/circuit_breaker_alpha/states.py
rename to aws_lambda_powertools/utilities/circuit_breaker/states.py
diff --git a/aws_lambda_powertools/utilities/circuit_breaker_alpha/__init__.py b/aws_lambda_powertools/utilities/circuit_breaker_alpha/__init__.py
deleted file mode 100644
index e931245f9d0..00000000000
--- a/aws_lambda_powertools/utilities/circuit_breaker_alpha/__init__.py
+++ /dev/null
@@ -1,35 +0,0 @@
-"""
-Circuit Breaker utility for protecting unhealthy downstream dependencies.
-
-!!! warning "Alpha / experimental"
-    This utility is published under the `_alpha` namespace while we collect
-    feedback. The public API may change in a backwards-incompatible way before it
-    is promoted to GA. Pin your version and follow the tracking discussion before
-    relying on it in production.
-"""
-
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.circuit_breaker import circuit_breaker
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.config import CircuitBreakerConfig
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.exceptions import (
-    CircuitBreakerConfigError,
-    CircuitBreakerError,
-    CircuitBreakerOpenError,
-    CircuitBreakerPersistenceError,
-)
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.states import (
-    CircuitInfo,
-    CircuitState,
-    CircuitTransition,
-)
-
-__all__ = (
-    "circuit_breaker",
-    "CircuitBreakerConfig",
-    "CircuitInfo",
-    "CircuitState",
-    "CircuitTransition",
-    "CircuitBreakerError",
-    "CircuitBreakerOpenError",
-    "CircuitBreakerConfigError",
-    "CircuitBreakerPersistenceError",
-)
diff --git a/aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/__init__.py b/aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/__init__.py
deleted file mode 100644
index 18704bff793..00000000000
--- a/aws_lambda_powertools/utilities/circuit_breaker_alpha/persistence/__init__.py
+++ /dev/null
@@ -1,15 +0,0 @@
-"""
-Persistence layers for the Circuit Breaker utility.
-"""
-
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.base import CircuitBreakerPersistenceLayer
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.dynamodb import (
-    CircuitBreakerDynamoDBPersistence,
-)
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.record import CircuitStateRecord
-
-__all__ = (
-    "CircuitBreakerPersistenceLayer",
-    "CircuitBreakerDynamoDBPersistence",
-    "CircuitStateRecord",
-)
diff --git a/docs/api_doc/circuit_breaker/circuit_breaker.md b/docs/api_doc/circuit_breaker/circuit_breaker.md
new file mode 100644
index 00000000000..2cb6f9b712e
--- /dev/null
+++ b/docs/api_doc/circuit_breaker/circuit_breaker.md
@@ -0,0 +1,2 @@
+<!-- markdownlint-disable MD043 MD041 -->
+::: aws_lambda_powertools.utilities.circuit_breaker.circuit_breaker
diff --git a/docs/api_doc/circuit_breaker/config.md b/docs/api_doc/circuit_breaker/config.md
new file mode 100644
index 00000000000..28c7f208022
--- /dev/null
+++ b/docs/api_doc/circuit_breaker/config.md
@@ -0,0 +1,2 @@
+<!-- markdownlint-disable MD043 MD041 -->
+::: aws_lambda_powertools.utilities.circuit_breaker.config
diff --git a/docs/api_doc/circuit_breaker/exceptions.md b/docs/api_doc/circuit_breaker/exceptions.md
new file mode 100644
index 00000000000..72ff6a993b2
--- /dev/null
+++ b/docs/api_doc/circuit_breaker/exceptions.md
@@ -0,0 +1,2 @@
+<!-- markdownlint-disable MD043 MD041 -->
+::: aws_lambda_powertools.utilities.circuit_breaker.exceptions
diff --git a/docs/api_doc/circuit_breaker/persistence.md b/docs/api_doc/circuit_breaker/persistence.md
new file mode 100644
index 00000000000..aeabefdfa0c
--- /dev/null
+++ b/docs/api_doc/circuit_breaker/persistence.md
@@ -0,0 +1,2 @@
+<!-- markdownlint-disable MD043 MD041 -->
+::: aws_lambda_powertools.utilities.circuit_breaker.persistence
diff --git a/docs/api_doc/circuit_breaker/states.md b/docs/api_doc/circuit_breaker/states.md
new file mode 100644
index 00000000000..215886daa74
--- /dev/null
+++ b/docs/api_doc/circuit_breaker/states.md
@@ -0,0 +1,2 @@
+<!-- markdownlint-disable MD043 MD041 -->
+::: aws_lambda_powertools.utilities.circuit_breaker.states
diff --git a/docs/api_doc/circuit_breaker_alpha/circuit_breaker.md b/docs/api_doc/circuit_breaker_alpha/circuit_breaker.md
deleted file mode 100644
index 824b40225bc..00000000000
--- a/docs/api_doc/circuit_breaker_alpha/circuit_breaker.md
+++ /dev/null
@@ -1,2 +0,0 @@
-<!-- markdownlint-disable MD043 MD041 -->
-::: aws_lambda_powertools.utilities.circuit_breaker_alpha.circuit_breaker
diff --git a/docs/api_doc/circuit_breaker_alpha/config.md b/docs/api_doc/circuit_breaker_alpha/config.md
deleted file mode 100644
index 20b548082c1..00000000000
--- a/docs/api_doc/circuit_breaker_alpha/config.md
+++ /dev/null
@@ -1,2 +0,0 @@
-<!-- markdownlint-disable MD043 MD041 -->
-::: aws_lambda_powertools.utilities.circuit_breaker_alpha.config
diff --git a/docs/api_doc/circuit_breaker_alpha/exceptions.md b/docs/api_doc/circuit_breaker_alpha/exceptions.md
deleted file mode 100644
index 283374e42e5..00000000000
--- a/docs/api_doc/circuit_breaker_alpha/exceptions.md
+++ /dev/null
@@ -1,2 +0,0 @@
-<!-- markdownlint-disable MD043 MD041 -->
-::: aws_lambda_powertools.utilities.circuit_breaker_alpha.exceptions
diff --git a/docs/api_doc/circuit_breaker_alpha/persistence.md b/docs/api_doc/circuit_breaker_alpha/persistence.md
deleted file mode 100644
index f865dfd10f0..00000000000
--- a/docs/api_doc/circuit_breaker_alpha/persistence.md
+++ /dev/null
@@ -1,2 +0,0 @@
-<!-- markdownlint-disable MD043 MD041 -->
-::: aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence
diff --git a/docs/api_doc/circuit_breaker_alpha/states.md b/docs/api_doc/circuit_breaker_alpha/states.md
deleted file mode 100644
index c6f232a0e28..00000000000
--- a/docs/api_doc/circuit_breaker_alpha/states.md
+++ /dev/null
@@ -1,2 +0,0 @@
-<!-- markdownlint-disable MD043 MD041 -->
-::: aws_lambda_powertools.utilities.circuit_breaker_alpha.states
diff --git a/docs/utilities/circuit_breaker.md b/docs/utilities/circuit_breaker.md
index b2117f7316b..ab219c942c3 100644
--- a/docs/utilities/circuit_breaker.md
+++ b/docs/utilities/circuit_breaker.md
@@ -5,13 +5,6 @@ description: Utility
 
 <!-- markdownlint-disable MD051 -->
 
-!!! warning "Alpha / experimental"
-    This utility ships under the **`circuit_breaker_alpha`** namespace while we collect
-    feedback. The public API may change in a backwards-incompatible way before it is
-    promoted to GA, at which point the import path becomes `circuit_breaker`. Pin your
-    Powertools version and follow the tracking discussion before relying on it in
-    production.
-
 The circuit breaker utility stops sending traffic to an unhealthy downstream dependency, giving it room to recover while you decide what happens to the rejected requests.
 
 ## Key features
@@ -99,7 +92,7 @@ You **can** use a single DynamoDB table for all your circuits. Already have a si
 === "AWS Serverless Application Model (SAM) example"
 
     ```yaml hl_lines="3-15 24-29 32-33"
-    --8<-- "examples/circuit_breaker_alpha/templates/sam.yaml"
+    --8<-- "examples/circuit_breaker/templates/sam.yaml"
     ```
 
 ### Circuit breaker in action
@@ -109,7 +102,7 @@ The common case is the `@circuit_breaker` decorator wrapping the function that m
 === "getting_started_with_circuit_breaker.py"
 
     ```python hl_lines="3-6 9 19 27"
-    --8<-- "examples/circuit_breaker_alpha/src/getting_started_with_circuit_breaker.py"
+    --8<-- "examples/circuit_breaker/src/getting_started_with_circuit_breaker.py"
     ```
 
 !!! note "Wrap the downstream call, not the whole handler"
@@ -137,7 +130,7 @@ Register an `on_circuit_open` callback to decide what happens to a rejected requ
 === "working_with_callback.py"
 
     ```python hl_lines="6 24-28 31-35"
-    --8<-- "examples/circuit_breaker_alpha/src/working_with_callback.py"
+    --8<-- "examples/circuit_breaker/src/working_with_callback.py"
     ```
 
 !!! info "Why a callback instead of built-in S3/SQS sinks?"
@@ -152,7 +145,7 @@ If you don't register a callback, an open circuit raises `CircuitBreakerOpenErro
 === "working_without_callback.py"
 
     ```python hl_lines="5 16-22 38-43"
-    --8<-- "examples/circuit_breaker_alpha/src/working_without_callback.py"
+    --8<-- "examples/circuit_breaker/src/working_without_callback.py"
     ```
 
 ## Configuration
@@ -211,7 +204,7 @@ Register an `on_transition` hook to be notified whenever the circuit changes sta
 === "working_with_metrics.py"
 
     ```python hl_lines="3 12-21 26"
-    --8<-- "examples/circuit_breaker_alpha/src/working_with_metrics.py"
+    --8<-- "examples/circuit_breaker/src/working_with_metrics.py"
     ```
 
 Any exception raised inside the hook is swallowed and logged, so a misbehaving metric call can never break the protected request.
@@ -234,14 +227,14 @@ Set **`POWERTOOLS_CIRCUIT_BREAKER_DISABLED`**{: .copyMe} to a truthy value to by
 
 #### Using a composite primary key
 
-Use the `sort_key_attr` parameter when your table is configured with a composite primary key _(hash+range key)_, as in a single-table design.
+Use the `sort_key_attr` parameter when your table is configured with a composite primary key *(hash+range key)*, as in a single-table design.
 
 When enabled, the circuit name is saved in the sort key instead, and the partition key defaults to `circuit_breaker#{LAMBDA_FUNCTION_NAME}` — this **namespaces circuits per function** so two functions can use the same circuit name without sharing state. (Without `sort_key_attr`, the default remains partition-key-only with the circuit name as the partition key.)
 
 Set `static_pk_value` to a fixed value (as below) when you instead want **multiple functions to share the same circuit** — for example, every function guarding the same downstream dependency should trip together.
 
 ```python hl_lines="12-14"
---8<-- "examples/circuit_breaker_alpha/src/working_with_composite_primary_key.py"
+--8<-- "examples/circuit_breaker/src/working_with_composite_primary_key.py"
 ```
 
 ??? note "Click to expand and learn how table items would look like"
diff --git a/examples/circuit_breaker_alpha/src/getting_started_with_circuit_breaker.py b/examples/circuit_breaker/src/getting_started_with_circuit_breaker.py
similarity index 83%
rename from examples/circuit_breaker_alpha/src/getting_started_with_circuit_breaker.py
rename to examples/circuit_breaker/src/getting_started_with_circuit_breaker.py
index ad9a4de1066..d97ff2bf235 100644
--- a/examples/circuit_breaker_alpha/src/getting_started_with_circuit_breaker.py
+++ b/examples/circuit_breaker/src/getting_started_with_circuit_breaker.py
@@ -1,7 +1,7 @@
 import os
 
-from aws_lambda_powertools.utilities.circuit_breaker_alpha import circuit_breaker
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence import (
+from aws_lambda_powertools.utilities.circuit_breaker import circuit_breaker
+from aws_lambda_powertools.utilities.circuit_breaker.persistence import (
     CircuitBreakerDynamoDBPersistence,
 )
 from aws_lambda_powertools.utilities.typing import LambdaContext
diff --git a/examples/circuit_breaker_alpha/src/working_with_callback.py b/examples/circuit_breaker/src/working_with_callback.py
similarity index 87%
rename from examples/circuit_breaker_alpha/src/working_with_callback.py
rename to examples/circuit_breaker/src/working_with_callback.py
index d2b97ad6ac5..5725ac32a9b 100644
--- a/examples/circuit_breaker_alpha/src/working_with_callback.py
+++ b/examples/circuit_breaker/src/working_with_callback.py
@@ -3,8 +3,8 @@
 
 import boto3
 
-from aws_lambda_powertools.utilities.circuit_breaker_alpha import CircuitInfo, circuit_breaker
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence import (
+from aws_lambda_powertools.utilities.circuit_breaker import CircuitInfo, circuit_breaker
+from aws_lambda_powertools.utilities.circuit_breaker.persistence import (
     CircuitBreakerDynamoDBPersistence,
 )
 from aws_lambda_powertools.utilities.typing import LambdaContext
diff --git a/examples/circuit_breaker_alpha/src/working_with_composite_primary_key.py b/examples/circuit_breaker/src/working_with_composite_primary_key.py
similarity index 80%
rename from examples/circuit_breaker_alpha/src/working_with_composite_primary_key.py
rename to examples/circuit_breaker/src/working_with_composite_primary_key.py
index d2ef0ae9a17..0bceacdd9fa 100644
--- a/examples/circuit_breaker_alpha/src/working_with_composite_primary_key.py
+++ b/examples/circuit_breaker/src/working_with_composite_primary_key.py
@@ -1,7 +1,7 @@
 import os
 
-from aws_lambda_powertools.utilities.circuit_breaker_alpha import circuit_breaker
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence import (
+from aws_lambda_powertools.utilities.circuit_breaker import circuit_breaker
+from aws_lambda_powertools.utilities.circuit_breaker.persistence import (
     CircuitBreakerDynamoDBPersistence,
 )
 from aws_lambda_powertools.utilities.typing import LambdaContext
diff --git a/examples/circuit_breaker_alpha/src/working_with_metrics.py b/examples/circuit_breaker/src/working_with_metrics.py
similarity index 88%
rename from examples/circuit_breaker_alpha/src/working_with_metrics.py
rename to examples/circuit_breaker/src/working_with_metrics.py
index f37f1b68351..8129e91f36e 100644
--- a/examples/circuit_breaker_alpha/src/working_with_metrics.py
+++ b/examples/circuit_breaker/src/working_with_metrics.py
@@ -1,11 +1,11 @@
 import os
 
 from aws_lambda_powertools.metrics import MetricUnit, single_metric
-from aws_lambda_powertools.utilities.circuit_breaker_alpha import (
+from aws_lambda_powertools.utilities.circuit_breaker import (
     CircuitTransition,
     circuit_breaker,
 )
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence import (
+from aws_lambda_powertools.utilities.circuit_breaker.persistence import (
     CircuitBreakerDynamoDBPersistence,
 )
 from aws_lambda_powertools.utilities.typing import LambdaContext
diff --git a/examples/circuit_breaker_alpha/src/working_without_callback.py b/examples/circuit_breaker/src/working_without_callback.py
similarity index 90%
rename from examples/circuit_breaker_alpha/src/working_without_callback.py
rename to examples/circuit_breaker/src/working_without_callback.py
index a5f166438c8..2ac205333ad 100644
--- a/examples/circuit_breaker_alpha/src/working_without_callback.py
+++ b/examples/circuit_breaker/src/working_without_callback.py
@@ -1,11 +1,11 @@
 import os
 
-from aws_lambda_powertools.utilities.circuit_breaker_alpha import (
+from aws_lambda_powertools.utilities.circuit_breaker import (
     CircuitBreakerConfig,
     CircuitBreakerOpenError,
     circuit_breaker,
 )
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence import (
+from aws_lambda_powertools.utilities.circuit_breaker.persistence import (
     CircuitBreakerDynamoDBPersistence,
 )
 from aws_lambda_powertools.utilities.typing import LambdaContext
diff --git a/examples/circuit_breaker_alpha/templates/sam.yaml b/examples/circuit_breaker/templates/sam.yaml
similarity index 100%
rename from examples/circuit_breaker_alpha/templates/sam.yaml
rename to examples/circuit_breaker/templates/sam.yaml
diff --git a/tests/functional/circuit_breaker_alpha/__init__.py b/tests/functional/circuit_breaker/__init__.py
similarity index 100%
rename from tests/functional/circuit_breaker_alpha/__init__.py
rename to tests/functional/circuit_breaker/__init__.py
diff --git a/tests/functional/circuit_breaker_alpha/conftest.py b/tests/functional/circuit_breaker/conftest.py
similarity index 90%
rename from tests/functional/circuit_breaker_alpha/conftest.py
rename to tests/functional/circuit_breaker/conftest.py
index 297c088750b..30925dfc5e8 100644
--- a/tests/functional/circuit_breaker_alpha/conftest.py
+++ b/tests/functional/circuit_breaker/conftest.py
@@ -4,14 +4,14 @@
 
 import pytest
 
-import aws_lambda_powertools.utilities.circuit_breaker_alpha.base as base_module
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.base import CircuitBreakerHandler
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.base import (
+import aws_lambda_powertools.utilities.circuit_breaker.base as base_module
+from aws_lambda_powertools.utilities.circuit_breaker.base import CircuitBreakerHandler
+from aws_lambda_powertools.utilities.circuit_breaker.persistence.base import (
     CircuitBreakerExistingLockError,
     CircuitBreakerPersistenceLayer,
 )
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.record import CircuitStateRecord
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.states import CircuitState
+from aws_lambda_powertools.utilities.circuit_breaker.persistence.record import CircuitStateRecord
+from aws_lambda_powertools.utilities.circuit_breaker.states import CircuitState
 
 
 class FakePersistence(CircuitBreakerPersistenceLayer):
diff --git a/tests/functional/circuit_breaker_alpha/test_circuit_breaker.py b/tests/functional/circuit_breaker/test_circuit_breaker.py
similarity index 98%
rename from tests/functional/circuit_breaker_alpha/test_circuit_breaker.py
rename to tests/functional/circuit_breaker/test_circuit_breaker.py
index 8a6daf7c17f..1db372ee900 100644
--- a/tests/functional/circuit_breaker_alpha/test_circuit_breaker.py
+++ b/tests/functional/circuit_breaker/test_circuit_breaker.py
@@ -6,16 +6,16 @@
 
 import pytest
 
-import aws_lambda_powertools.utilities.circuit_breaker_alpha.base as base_module
-from aws_lambda_powertools.utilities.circuit_breaker_alpha import (
+import aws_lambda_powertools.utilities.circuit_breaker.base as base_module
+from aws_lambda_powertools.utilities.circuit_breaker import (
     CircuitBreakerConfig,
     CircuitBreakerOpenError,
     CircuitState,
     CircuitTransition,
     circuit_breaker,
 )
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.exceptions import CircuitBreakerError
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.record import CircuitStateRecord
+from aws_lambda_powertools.utilities.circuit_breaker.exceptions import CircuitBreakerError
+from aws_lambda_powertools.utilities.circuit_breaker.persistence.record import CircuitStateRecord
 
 # All tests disable the local read cache (max_age=0) so each call re-reads the fake store.
 
diff --git a/tests/functional/circuit_breaker_alpha/test_dynamodb_persistence.py b/tests/functional/circuit_breaker/test_dynamodb_persistence.py
similarity index 96%
rename from tests/functional/circuit_breaker_alpha/test_dynamodb_persistence.py
rename to tests/functional/circuit_breaker/test_dynamodb_persistence.py
index c395d663cad..ac67bfd0897 100644
--- a/tests/functional/circuit_breaker_alpha/test_dynamodb_persistence.py
+++ b/tests/functional/circuit_breaker/test_dynamodb_persistence.py
@@ -5,12 +5,12 @@
 from botocore.config import Config
 from botocore.stub import Stubber
 
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.config import CircuitBreakerConfig
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.exceptions import CircuitBreakerConfigError
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence import (
+from aws_lambda_powertools.utilities.circuit_breaker.config import CircuitBreakerConfig
+from aws_lambda_powertools.utilities.circuit_breaker.exceptions import CircuitBreakerConfigError
+from aws_lambda_powertools.utilities.circuit_breaker.persistence import (
     CircuitBreakerDynamoDBPersistence,
 )
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.states import CircuitState
+from aws_lambda_powertools.utilities.circuit_breaker.states import CircuitState
 from aws_lambda_powertools.warnings import PowertoolsUserWarning
 
 TABLE_NAME = "CircuitBreakerState"
@@ -196,7 +196,7 @@ def test_item_to_record_minimal_item(persistence):
 
 def test_record_to_item_full_record(persistence):
     """Cover _record_to_item with all fields set (lines 124-139)."""
-    from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.record import CircuitStateRecord
+    from aws_lambda_powertools.utilities.circuit_breaker.persistence.record import CircuitStateRecord
 
     record = CircuitStateRecord(
         name="payment",
@@ -219,7 +219,7 @@ def test_record_to_item_full_record(persistence):
 
 def test_record_to_item_minimal_record(persistence):
     """Cover _record_to_item with optional fields as None (branch misses on lines 131-137)."""
-    from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.record import CircuitStateRecord
+    from aws_lambda_powertools.utilities.circuit_breaker.persistence.record import CircuitStateRecord
 
     record = CircuitStateRecord(name="payment", state=CircuitState.CLOSED)
     item = persistence._record_to_item(record)
diff --git a/tests/functional/validator/_fastjsonschema/test_validator.py b/tests/functional/validator/_fastjsonschema/test_validator.py
index d29efd09cae..e14bc5e01c1 100644
--- a/tests/functional/validator/_fastjsonschema/test_validator.py
+++ b/tests/functional/validator/_fastjsonschema/test_validator.py
@@ -77,12 +77,13 @@ def test_validate_accept_schema_custom_format(
     )
 
 
-@pytest.mark.parametrize("invalid_format", [None, False, {}, [], object])
+@pytest.mark.parametrize("invalid_format", [object, 123, 1.5, True])
 def test_validate_invalid_custom_format(
     eventbridge_schema_registry_cloudtrail_v2_s3,
     eventbridge_cloudtrail_s3_head_object_event,
     invalid_format,
 ):
+    # formats must be a mapping; anything we can't look a format name up in fails to compile
     with pytest.raises(exceptions.InvalidSchemaFormatError):
         validate(
             event=eventbridge_cloudtrail_s3_head_object_event,
diff --git a/tests/unit/circuit_breaker_alpha/__init__.py b/tests/unit/circuit_breaker/__init__.py
similarity index 100%
rename from tests/unit/circuit_breaker_alpha/__init__.py
rename to tests/unit/circuit_breaker/__init__.py
diff --git a/tests/unit/circuit_breaker_alpha/test_config_and_states.py b/tests/unit/circuit_breaker/test_config_and_states.py
similarity index 93%
rename from tests/unit/circuit_breaker_alpha/test_config_and_states.py
rename to tests/unit/circuit_breaker/test_config_and_states.py
index 602f7f4c9d7..03700dc91d3 100644
--- a/tests/unit/circuit_breaker_alpha/test_config_and_states.py
+++ b/tests/unit/circuit_breaker/test_config_and_states.py
@@ -4,13 +4,13 @@
 
 import pytest
 
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.config import CircuitBreakerConfig
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.exceptions import (
+from aws_lambda_powertools.utilities.circuit_breaker.config import CircuitBreakerConfig
+from aws_lambda_powertools.utilities.circuit_breaker.exceptions import (
     CircuitBreakerConfigError,
     CircuitBreakerOpenError,
 )
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.persistence.record import CircuitStateRecord
-from aws_lambda_powertools.utilities.circuit_breaker_alpha.states import CircuitInfo, CircuitState
+from aws_lambda_powertools.utilities.circuit_breaker.persistence.record import CircuitStateRecord
+from aws_lambda_powertools.utilities.circuit_breaker.states import CircuitInfo, CircuitState
 
 
 def test_circuit_state_serializes_to_plain_string():

From ad15c7adfaf0c09b6247a427082749e1d34d3952 Mon Sep 17 00:00:00 2001
From: Vishwak <vishwakt@gmail.com>
Date: Mon, 10 Aug 2026 03:37:05 -0700
Subject: [PATCH 18/36] fix(tracer): declare in_subsegment_async as an async
 context manager (#8367)

BaseProvider.in_subsegment_async was decorated with @contextmanager and
annotated to return Generator[BaseSegment, None, None], declaring a
synchronous context manager. It is entered with async with by
Tracer._decorate_async_function, by the documented escape hatch for
concurrent async functions, and by the default X-Ray provider.

Remove the decorator and annotate the return type as
AbstractAsyncContextManager[BaseSegment] so correct code type checks
without a cast. No runtime change, the abstract method body is only a
docstring.

Closes #8365

Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 aws_lambda_powertools/tracing/base.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/aws_lambda_powertools/tracing/base.py b/aws_lambda_powertools/tracing/base.py
index 8469c075222..a448126eb88 100644
--- a/aws_lambda_powertools/tracing/base.py
+++ b/aws_lambda_powertools/tracing/base.py
@@ -14,6 +14,7 @@
     import numbers
     import traceback
     from collections.abc import Generator, Sequence
+    from contextlib import AbstractAsyncContextManager
 
 
 class BaseSegment(abc.ABC):
@@ -99,8 +100,7 @@ def in_subsegment(self, name=None, **kwargs) -> Generator[BaseSegment, None, Non
         """
 
     @abc.abstractmethod
-    @contextmanager
-    def in_subsegment_async(self, name=None, **kwargs) -> Generator[BaseSegment, None, None]:
+    def in_subsegment_async(self, name=None, **kwargs) -> AbstractAsyncContextManager[BaseSegment]:
         """Return a subsegment async context manger.
 
         Parameters

From 715012fe0b998d18cb639b4a5b5d8e99543296e3 Mon Sep 17 00:00:00 2001
From: debaditya <82204129+DebadityaHait@users.noreply.github.com>
Date: Mon, 10 Aug 2026 16:36:23 +0530
Subject: [PATCH 19/36] fix(event_handler): omit Content-Type header from
 OpenAPI (#8374)

Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 .../event_handler/openapi/schema_generator.py | 10 ++++++--
 .../_pydantic/test_openapi_params.py          | 24 ++++++++++++++++---
 .../test_openapi_validation_middleware.py     | 21 ++++++++++++++++
 3 files changed, 50 insertions(+), 5 deletions(-)

diff --git a/aws_lambda_powertools/event_handler/openapi/schema_generator.py b/aws_lambda_powertools/event_handler/openapi/schema_generator.py
index 6334a3b53cc..096780996f9 100644
--- a/aws_lambda_powertools/event_handler/openapi/schema_generator.py
+++ b/aws_lambda_powertools/event_handler/openapi/schema_generator.py
@@ -174,9 +174,15 @@ def _build_operation_parameters(
             continue
 
         if _is_pydantic_model_param(field_info):
-            parameters.extend(_expand_pydantic_model_parameters(field_info))
+            generated_parameters = _expand_pydantic_model_parameters(field_info)
         else:
-            parameters.append(_create_regular_parameter(param, model_name_map, field_mapping))
+            generated_parameters = [_create_regular_parameter(param, model_name_map, field_mapping)]
+
+        parameters.extend(
+            parameter
+            for parameter in generated_parameters
+            if not (parameter["in"] == "header" and parameter["name"].lower() == "content-type")
+        )
 
     return parameters
 
diff --git a/tests/functional/event_handler/_pydantic/test_openapi_params.py b/tests/functional/event_handler/_pydantic/test_openapi_params.py
index 18087a228d1..40722bb838b 100644
--- a/tests/functional/event_handler/_pydantic/test_openapi_params.py
+++ b/tests/functional/event_handler/_pydantic/test_openapi_params.py
@@ -1,7 +1,7 @@
 import json
 from dataclasses import dataclass
 from datetime import datetime
-from typing import List, Optional, Tuple
+from typing import List, Literal, Optional, Tuple
 
 import pytest
 from pydantic import BaseModel, Field
@@ -915,6 +915,24 @@ def mixed_body_endpoint(user_data: Annotated[UserData, Body(media_type="applicat
     assert "application/json" in request_body.content
 
 
+def test_openapi_excludes_content_type_header_parameter():
+    """Content-Type is described by requestBody content, not an OpenAPI header parameter."""
+    app = APIGatewayRestResolver(enable_validation=True)
+
+    @app.patch("/json-patch")
+    def json_patch(
+        operations: Annotated[list[dict], Body(media_type="application/json-patch+json")],
+        content_type: Annotated[Literal["application/json-patch+json"], Header(alias="Content-Type")],
+    ):
+        return {"status": "updated"}
+
+    schema = app.get_openapi_schema()
+    patch_op = schema.paths["/json-patch"].patch
+
+    assert "application/json-patch+json" in patch_op.requestBody.content
+    assert all(parameter.name.lower() != "content-type" for parameter in patch_op.parameters or [])
+
+
 def test_openapi_form_parameter_edge_cases():
     """Test Form parameters with various edge cases."""
 
@@ -986,7 +1004,7 @@ def get_items(params: Annotated[QueryParams, Query()]):
 
 
 def test_openapi_pydantic_header_with_alias():
-    """Test that Pydantic field aliases work correctly in Header parameters"""
+    """Test that Pydantic header aliases are emitted, except Content-Type."""
     app = APIGatewayRestResolver()
 
     class HeaderParams(BaseModel):
@@ -1003,7 +1021,7 @@ def test_handler(headers: Annotated[HeaderParams, Header()]):
 
     # Check that aliases are used as parameter names
     param_names = [param.name for param in get_operation.parameters]
-    assert "content-type" in param_names
+    assert "content-type" not in param_names
     assert "user-agent" in param_names
     assert "content_type" not in param_names  # Original field name should not be used
     assert "user_agent" not in param_names
diff --git a/tests/functional/event_handler/_pydantic/test_openapi_validation_middleware.py b/tests/functional/event_handler/_pydantic/test_openapi_validation_middleware.py
index 16639665c8c..aee94e80b14 100644
--- a/tests/functional/event_handler/_pydantic/test_openapi_validation_middleware.py
+++ b/tests/functional/event_handler/_pydantic/test_openapi_validation_middleware.py
@@ -59,6 +59,27 @@ def handler(user_id: int):
     assert any(text in result["body"] for text in ["type_error.integer", "int_parsing"])
 
 
+def test_content_type_header_validation_remains_enabled(gw_event):
+    """Content-Type header validation remains available when it is omitted from the OpenAPI schema."""
+    app = APIGatewayRestResolver(enable_validation=True)
+
+    @app.patch("/json-patch")
+    def json_patch(
+        operations: Annotated[list[dict], Body(media_type="application/json-patch+json")],
+        content_type: Annotated[Literal["application/json-patch+json"], Header(alias="Content-Type")],
+    ):
+        return {"status": "updated"}
+
+    gw_event["httpMethod"] = "PATCH"
+    gw_event["path"] = "/json-patch"
+    gw_event["headers"]["Content-Type"] = "application/json"
+    gw_event["body"] = '[{"op": "replace"}]'
+
+    result = app(gw_event, {})
+
+    assert result["statusCode"] == 422
+
+
 def test_validate_pydantic_query_params(gw_event):
     """Test that Pydantic models in Query parameters are validated correctly"""
 

From 8315c13f6faeda29e240f83f90b4913d2d20d1be Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 13:22:42 +0100
Subject: [PATCH 20/36] chore(ci): layer docs update (#8376)

Co-authored-by: Powertools for AWS Lambda (Python) bot <151832416+aws-powertools-bot@users.noreply.github.com>
---
 CHANGELOG.md                                  |  35 +-
 docs/includes/_layer_homepage_arm64.md        | 290 ++++++++---------
 docs/includes/_layer_homepage_x86.md          | 300 +++++++++---------
 examples/build_recipes/cdk/basic/app.py       |   2 +-
 .../stacks/powertools_cdk_stack.py            |   2 +-
 .../build_recipes/sam/multi-env/template.yaml |   2 +-
 .../sam/with-layers/template.yaml             |   4 +-
 examples/homepage/install/arm64/amplify.txt   |   4 +-
 examples/homepage/install/arm64/cdk_arm64.py  |   2 +-
 .../homepage/install/arm64/pulumi_arm64.py    |   2 +-
 examples/homepage/install/arm64/sam.yaml      |   2 +-
 .../homepage/install/arm64/serverless.yml     |   2 +-
 examples/homepage/install/arm64/terraform.tf  |   2 +-
 examples/homepage/install/x86_64/amplify.txt  |   4 +-
 examples/homepage/install/x86_64/cdk_x86.py   |   2 +-
 .../homepage/install/x86_64/pulumi_x86.py     |   2 +-
 examples/homepage/install/x86_64/sam.yaml     |   2 +-
 .../homepage/install/x86_64/serverless.yml    |   2 +-
 examples/homepage/install/x86_64/terraform.tf |   2 +-
 examples/logger/sam/template.yaml             |   2 +-
 examples/metrics/sam/template.yaml            |   2 +-
 examples/metrics_datadog/sam/template.yaml    |   2 +-
 examples/tracer/sam/template.yaml             |   2 +-
 23 files changed, 352 insertions(+), 319 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ab85a6c9792..6f1f07e1bc9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,12 +5,44 @@
 # Unreleased
 
 
+<a name="v3.34.0"></a>
+## [v3.34.0] - 2026-08-10
+## Bug Fixes
+
+* **event_handler:** omit Content-Type header from OpenAPI ([#8374](https://github.com/aws-powertools/powertools-lambda-python/issues/8374))
+
+## Maintenance
+
+* version bump
+
+
 <a name="v3.31.1"></a>
 ## [v3.31.1] - 2026-07-13
+## Bug Fixes
+
+* EventBridgeEvent data class ([#8301](https://github.com/aws-powertools/powertools-lambda-python/issues/8301))
+* **circuit_breaker:** make probe election per-thread and synchronize local counters ([#8323](https://github.com/aws-powertools/powertools-lambda-python/issues/8323))
+* **circuit_breaker:** normalize handled/ignored exceptions to a validated tuple at construction ([#8319](https://github.com/aws-powertools/powertools-lambda-python/issues/8319))
+* **event_handler:** resolve dependency injection failure with arbitrary return types ([#8334](https://github.com/aws-powertools/powertools-lambda-python/issues/8334))
+* **event_source:** mypy strict mode compliance ([#8332](https://github.com/aws-powertools/powertools-lambda-python/issues/8332))
+* **parser:** fix DynamoDB Stream Lambda invocation record model ([#8321](https://github.com/aws-powertools/powertools-lambda-python/issues/8321))
+
+## Features
+
+* **circuit_breaker:** support composite primary key in DynamoDB persistence ([#8316](https://github.com/aws-powertools/powertools-lambda-python/issues/8316))
+
 ## Maintenance
 
 * version bump
 * **data-masking:** bump encryption sdk version ([#8335](https://github.com/aws-powertools/powertools-lambda-python/issues/8335))
+* **deps:** bump soupsieve from 2.7 to 2.8.4 in /docs ([#8328](https://github.com/aws-powertools/powertools-lambda-python/issues/8328))
+* **deps:** bump the github-actions group across 1 directory with 8 updates ([#8327](https://github.com/aws-powertools/powertools-lambda-python/issues/8327))
+* **deps:** bump protobuf from 7.34.1 to 7.35.1 ([#8312](https://github.com/aws-powertools/powertools-lambda-python/issues/8312))
+* **deps-dev:** bump types-python-dateutil from 2.9.0.20260508 to 2.9.0.20260518 ([#8311](https://github.com/aws-powertools/powertools-lambda-python/issues/8311))
+* **deps-dev:** bump aws-cdk from 2.1128.1 to 2.1129.0 in the aws-cdk group ([#8324](https://github.com/aws-powertools/powertools-lambda-python/issues/8324))
+* **deps-dev:** bump soupsieve from 2.7 to 2.8.4 ([#8329](https://github.com/aws-powertools/powertools-lambda-python/issues/8329))
+* **deps-dev:** bump requests from 2.33.1 to 2.34.2 ([#8313](https://github.com/aws-powertools/powertools-lambda-python/issues/8313))
+* **deps-dev:** bump filelock from 3.29.0 to 3.29.7 ([#8314](https://github.com/aws-powertools/powertools-lambda-python/issues/8314))
 
 
 <a name="v3.31.0"></a>
@@ -7771,7 +7803,8 @@
 * Merge pull request [#5](https://github.com/aws-powertools/powertools-lambda-python/issues/5) from jfuss/feat/python38
 
 
-[Unreleased]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.31.1...HEAD
+[Unreleased]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.34.0...HEAD
+[v3.34.0]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.31.1...v3.34.0
 [v3.31.1]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.31.0...v3.31.1
 [v3.31.0]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.30.0...v3.31.0
 [v3.30.0]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.29.0...v3.30.0
diff --git a/docs/includes/_layer_homepage_arm64.md b/docs/includes/_layer_homepage_arm64.md
index e722e169fb7..c80ebf9abb2 100644
--- a/docs/includes/_layer_homepage_arm64.md
+++ b/docs/includes/_layer_homepage_arm64.md
@@ -6,168 +6,168 @@
 
         | Region               | Layer ARN                                                                                                       |
         | -------------------- | --------------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe} |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe} |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe} |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe} |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe} |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe} |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe} |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe} |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe} |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}   |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}   |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:36**{: .copyMe}      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe} |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe} |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe} |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe} |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe} |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe} |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe} |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe} |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe} |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}   |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}   |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:37**{: .copyMe}      |
 
     === "Python 3.11"
 
         | Region               | Layer ARN                                                                                                       |
         | -------------------- | --------------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe} |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe} |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe} |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe} |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe} |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe} |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe} |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe} |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe} |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}   |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}   |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:36**{: .copyMe}      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe} |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe} |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe} |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe} |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe} |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe} |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe} |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe} |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe} |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}   |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}   |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:37**{: .copyMe}      |
 
     === "Python 3.12"
 
         | Region               | Layer ARN                                                                                                       |
         | -------------------- | --------------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe} |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe} |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe} |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe} |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe} |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe} |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe} |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe} |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe} |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}   |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}   |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36**{: .copyMe}      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe} |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe} |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe} |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe} |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe} |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe} |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe} |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe} |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe} |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}   |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}   |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37**{: .copyMe}      |
 
     === "Python 3.13"
 
         | Region               | Layer ARN                                                                                                       |
         | -------------------- | --------------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe} |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe} |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe} |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe} |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe} |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe} |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe} |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe} |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe} |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}   |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}   |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:36**{: .copyMe}      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe} |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe} |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe} |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe} |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe} |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe} |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe} |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe} |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe} |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}   |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}   |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:37**{: .copyMe}      |
 
     === "Python 3.14"
 
         | Region               | Layer ARN                                                                                                       |
         | -------------------- | --------------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe} |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe} |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe} |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe} |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe} |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe} |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe} |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe} |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe} |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}   |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}   |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:36**{: .copyMe}      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe} |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe} |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe} |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe} |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe} |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe} |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe} |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe} |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe} |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}   |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}   |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-arm64:37**{: .copyMe}      |
diff --git a/docs/includes/_layer_homepage_x86.md b/docs/includes/_layer_homepage_x86.md
index 86daee00793..6c5961b2d0b 100644
--- a/docs/includes/_layer_homepage_x86.md
+++ b/docs/includes/_layer_homepage_x86.md
@@ -5,173 +5,173 @@
 
         | Region               | Layer ARN                                                                                                 |
         | -------------------- | --------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe} |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe} |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe} |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe} |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}   |
-        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}      |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}   |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:36**{: .copyMe}      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe} |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe} |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe} |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe} |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}   |
+        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}      |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}   |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:37**{: .copyMe}      |
 
     === "Python 3.11"
 
         | Region               | Layer ARN                                                                                                 |
         | -------------------- | --------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe} |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe} |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe} |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe} |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}   |
-        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}      |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}   |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:36**{: .copyMe}      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe} |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe} |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe} |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe} |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}   |
+        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}      |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}   |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:37**{: .copyMe}      |
 
     === "Python 3.12"
 
         | Region               | Layer ARN                                                                                                 |
         | -------------------- | --------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe} |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe} |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe} |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe} |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}   |
-        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}      |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}   |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36**{: .copyMe}      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe} |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe} |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe} |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe} |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}   |
+        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}      |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}   |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37**{: .copyMe}      |
 
     === "Python 3.13"
 
         | Region               | Layer ARN                                                                                                 |
         | -------------------- | --------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe} |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe} |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe} |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe} |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}   |
-        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}      |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}   |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36**{: .copyMe}      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe} |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe} |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe} |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe} |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}   |
+        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}      |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}   |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37**{: .copyMe}      |
 
     === "Python 3.14"
 
         | Region               | Layer ARN                                                                                                 |
         | -------------------- | --------------------------------------------------------------------------------------------------------- |
-        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}     |
-        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}      |
-        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe} |
-        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe} |
-        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe} |
-        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}     |
-        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}     |
-        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe} |
-        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe} |
-        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}   |
-        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}      |
-        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}   |
-        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}   |
-        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}     |
-        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}     |
-        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}     |
-        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}      |
-        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}      |
-        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}      |
-        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}   |
-        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}   |
-        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}      |
-        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}      |
-        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}      |
-        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}      |
-        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:36**{: .copyMe}      |
+        | **`af-south-1`**     | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}     |
+        | **`ap-east-1`**      | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}      |
+        | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe} |
+        | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe} |
+        | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe} |
+        | **`ap-south-1`**     | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}     |
+        | **`ap-south-2`**     | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}     |
+        | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe} |
+        | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe} |
+        | **`ca-central-1`**   | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}   |
+        | **`ca-west-1`**      | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}      |
+        | **`eu-central-1`**   | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}   |
+        | **`eu-central-2`**   | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}   |
+        | **`eu-north-1`**     | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}     |
+        | **`eu-south-1`**     | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}     |
+        | **`eu-south-2`**     | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}     |
+        | **`eu-west-1`**      | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}      |
+        | **`eu-west-2`**      | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}      |
+        | **`eu-west-3`**      | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}      |
+        | **`il-central-1`**   | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}   |
+        | **`mx-central-1`**   | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}   |
+        | **`sa-east-1`**      | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}      |
+        | **`us-east-1`**      | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}      |
+        | **`us-east-2`**      | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}      |
+        | **`us-west-1`**      | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}      |
+        | **`us-west-2`**      | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python314-x86_64:37**{: .copyMe}      |
diff --git a/examples/build_recipes/cdk/basic/app.py b/examples/build_recipes/cdk/basic/app.py
index 018888bdf1d..fe43b6dd479 100644
--- a/examples/build_recipes/cdk/basic/app.py
+++ b/examples/build_recipes/cdk/basic/app.py
@@ -24,7 +24,7 @@ def __init__(self, scope: Construct, construct_id: str, **kwargs) -> None:
         powertools_layer = _lambda.LayerVersion.from_layer_version_arn(
             self,
             "PowertoolsLayer",
-            layer_version_arn="arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36",
+            layer_version_arn="arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37",
         )
 
         # Lambda Function
diff --git a/examples/build_recipes/cdk/multi-stack/stacks/powertools_cdk_stack.py b/examples/build_recipes/cdk/multi-stack/stacks/powertools_cdk_stack.py
index 565807a226b..7e1e6be5796 100644
--- a/examples/build_recipes/cdk/multi-stack/stacks/powertools_cdk_stack.py
+++ b/examples/build_recipes/cdk/multi-stack/stacks/powertools_cdk_stack.py
@@ -47,7 +47,7 @@ def _create_powertools_layer(self) -> _lambda.ILayerVersion:
         return _lambda.LayerVersion.from_layer_version_arn(
             self,
             "PowertoolsLayer",
-            layer_version_arn="arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36",
+            layer_version_arn="arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37",
         )
 
     def _create_dynamodb_table(self) -> dynamodb.Table:
diff --git a/examples/build_recipes/sam/multi-env/template.yaml b/examples/build_recipes/sam/multi-env/template.yaml
index 415bb0cbe09..9bb9e85feae 100644
--- a/examples/build_recipes/sam/multi-env/template.yaml
+++ b/examples/build_recipes/sam/multi-env/template.yaml
@@ -61,7 +61,7 @@ Resources:
       CodeUri: src/
       Handler: app.lambda_handler
       Layers:
-        - arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36
+        - arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37
         - !Ref DependenciesLayer
       Events:
         ApiEvent:
diff --git a/examples/build_recipes/sam/with-layers/template.yaml b/examples/build_recipes/sam/with-layers/template.yaml
index b349cf55236..c572f89d293 100644
--- a/examples/build_recipes/sam/with-layers/template.yaml
+++ b/examples/build_recipes/sam/with-layers/template.yaml
@@ -31,7 +31,7 @@ Resources:
       CodeUri: src/app/
       Handler: app_sam_layer.lambda_handler
       Layers:
-        - arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36
+        - arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37
         - !Ref DependenciesLayer
       Events:
         ApiEvent:
@@ -50,7 +50,7 @@ Resources:
       CodeUri: src/worker/
       Handler: worker_sam_layer.lambda_handler
       Layers:
-        - arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:36
+        - arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:37
         - !Ref DependenciesLayer
       Events:
         SQSEvent:
diff --git a/examples/homepage/install/arm64/amplify.txt b/examples/homepage/install/arm64/amplify.txt
index 20a4ff29e6d..3041343f94c 100644
--- a/examples/homepage/install/arm64/amplify.txt
+++ b/examples/homepage/install/arm64/amplify.txt
@@ -6,7 +6,7 @@
 ? Do you want to configure advanced settings? Yes
 ...
 ? Do you want to enable Lambda layers for this function? Yes
-? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36
+? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37
 ❯ amplify push -y
 
 
@@ -17,5 +17,5 @@ General information
 - Name: <NAME-OF-FUNCTION>
 ? Which setting do you want to update? Lambda layers configuration
 ? Do you want to enable Lambda layers for this function? Yes
-? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36
+? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37
 ? Do you want to edit the local lambda function now? No
diff --git a/examples/homepage/install/arm64/cdk_arm64.py b/examples/homepage/install/arm64/cdk_arm64.py
index ba9d76f2e43..30977127c57 100644
--- a/examples/homepage/install/arm64/cdk_arm64.py
+++ b/examples/homepage/install/arm64/cdk_arm64.py
@@ -9,7 +9,7 @@ def __init__(self, scope: Construct, construct_id: str, **kwargs) -> None:
         powertools_layer = aws_lambda.LayerVersion.from_layer_version_arn(
             self,
             id="lambda-powertools",
-            layer_version_arn=f"arn:aws:lambda:{Aws.REGION}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36",
+            layer_version_arn=f"arn:aws:lambda:{Aws.REGION}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37",
         )
         aws_lambda.Function(
             self,
diff --git a/examples/homepage/install/arm64/pulumi_arm64.py b/examples/homepage/install/arm64/pulumi_arm64.py
index 834bab0506b..2f502d4d413 100644
--- a/examples/homepage/install/arm64/pulumi_arm64.py
+++ b/examples/homepage/install/arm64/pulumi_arm64.py
@@ -22,7 +22,7 @@
         pulumi.Output.concat(
             "arn:aws:lambda:",
             aws.get_region_output().name,
-            ":017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36",
+            ":017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37",
         ),
     ],
     tracing_config={"mode": "Active"},
diff --git a/examples/homepage/install/arm64/sam.yaml b/examples/homepage/install/arm64/sam.yaml
index 7def81c290f..6e76d90e197 100644
--- a/examples/homepage/install/arm64/sam.yaml
+++ b/examples/homepage/install/arm64/sam.yaml
@@ -9,4 +9,4 @@ Resources:
           Runtime: python3.12
           Handler: app.lambda_handler
           Layers:
-          - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36
+          - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37
diff --git a/examples/homepage/install/arm64/serverless.yml b/examples/homepage/install/arm64/serverless.yml
index 477ef56591e..06c437f6be1 100644
--- a/examples/homepage/install/arm64/serverless.yml
+++ b/examples/homepage/install/arm64/serverless.yml
@@ -10,4 +10,4 @@ functions:
     handler: lambda_function.lambda_handler
     architecture: arm64
     layers:
-    - arn:aws:lambda:${aws:region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36
+    - arn:aws:lambda:${aws:region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37
diff --git a/examples/homepage/install/arm64/terraform.tf b/examples/homepage/install/arm64/terraform.tf
index b90a20cbcfe..a6ac2ac56a6 100644
--- a/examples/homepage/install/arm64/terraform.tf
+++ b/examples/homepage/install/arm64/terraform.tf
@@ -34,7 +34,7 @@ resource "aws_lambda_function" "test_lambda" {
   role          = aws_iam_role.iam_for_lambda.arn
   handler       = "index.test"
   runtime       = "python3.12"
-  layers        = ["arn:aws:lambda:{region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:36"]
+  layers        = ["arn:aws:lambda:{region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:37"]
   architectures = ["arm64"]
 
   source_code_hash = filebase64sha256("lambda_function_payload.zip")
diff --git a/examples/homepage/install/x86_64/amplify.txt b/examples/homepage/install/x86_64/amplify.txt
index cdfc77196e3..74a47656dd9 100644
--- a/examples/homepage/install/x86_64/amplify.txt
+++ b/examples/homepage/install/x86_64/amplify.txt
@@ -6,7 +6,7 @@
 ? Do you want to configure advanced settings? Yes
 ...
 ? Do you want to enable Lambda layers for this function? Yes
-? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36
+? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37
 ❯ amplify push -y
 
 
@@ -17,5 +17,5 @@ General information
 - Name: <NAME-OF-FUNCTION>
 ? Which setting do you want to update? Lambda layers configuration
 ? Do you want to enable Lambda layers for this function? Yes
-? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36
+? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37
 ? Do you want to edit the local lambda function now? No
diff --git a/examples/homepage/install/x86_64/cdk_x86.py b/examples/homepage/install/x86_64/cdk_x86.py
index 8480c9ea0ae..1b09ee48ce4 100644
--- a/examples/homepage/install/x86_64/cdk_x86.py
+++ b/examples/homepage/install/x86_64/cdk_x86.py
@@ -9,7 +9,7 @@ def __init__(self, scope: Construct, construct_id: str, **kwargs) -> None:
         powertools_layer = aws_lambda.LayerVersion.from_layer_version_arn(
             self,
             id="lambda-powertools",
-            layer_version_arn=f"arn:aws:lambda:{Aws.REGION}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36",
+            layer_version_arn=f"arn:aws:lambda:{Aws.REGION}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37",
         )
         aws_lambda.Function(
             self,
diff --git a/examples/homepage/install/x86_64/pulumi_x86.py b/examples/homepage/install/x86_64/pulumi_x86.py
index e4f42647e25..b74df328c0d 100644
--- a/examples/homepage/install/x86_64/pulumi_x86.py
+++ b/examples/homepage/install/x86_64/pulumi_x86.py
@@ -22,7 +22,7 @@
         pulumi.Output.concat(
             "arn:aws:lambda:",
             aws.get_region_output().name,
-            ":017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36",
+            ":017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37",
         ),
     ],
     tracing_config={"mode": "Active"},
diff --git a/examples/homepage/install/x86_64/sam.yaml b/examples/homepage/install/x86_64/sam.yaml
index 6ce13861171..85cb40ad532 100644
--- a/examples/homepage/install/x86_64/sam.yaml
+++ b/examples/homepage/install/x86_64/sam.yaml
@@ -8,4 +8,4 @@ Resources:
             Runtime: python3.12
             Handler: app.lambda_handler
             Layers:
-            - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36
+            - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37
diff --git a/examples/homepage/install/x86_64/serverless.yml b/examples/homepage/install/x86_64/serverless.yml
index a510b046023..2183bda869c 100644
--- a/examples/homepage/install/x86_64/serverless.yml
+++ b/examples/homepage/install/x86_64/serverless.yml
@@ -10,4 +10,4 @@ functions:
     handler: lambda_function.lambda_handler
     architecture: arm64
     layers:
-    - arn:aws:lambda:${aws:region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36
+    - arn:aws:lambda:${aws:region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37
diff --git a/examples/homepage/install/x86_64/terraform.tf b/examples/homepage/install/x86_64/terraform.tf
index 19938fa6979..2b9703883bb 100644
--- a/examples/homepage/install/x86_64/terraform.tf
+++ b/examples/homepage/install/x86_64/terraform.tf
@@ -34,7 +34,7 @@ resource "aws_lambda_function" "test_lambda" {
   role          = aws_iam_role.iam_for_lambda.arn
   handler       = "index.test"
   runtime       = "python3.12"
-  layers        = ["arn:aws:lambda:{region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36"]
+  layers        = ["arn:aws:lambda:{region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37"]
 
   source_code_hash = filebase64sha256("lambda_function_payload.zip")
 }
diff --git a/examples/logger/sam/template.yaml b/examples/logger/sam/template.yaml
index 98bfce6f2c5..a4c3125c76b 100644
--- a/examples/logger/sam/template.yaml
+++ b/examples/logger/sam/template.yaml
@@ -14,7 +14,7 @@ Globals:
     Layers:
       # Find the latest Layer version in the official documentation
       # https://docs.powertools.aws.dev/lambda/python/latest/#lambda-layer
-      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36
+      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37
 
 Resources:
   LoggerLambdaHandlerExample:
diff --git a/examples/metrics/sam/template.yaml b/examples/metrics/sam/template.yaml
index 729590594d9..a90e5e0fc1d 100644
--- a/examples/metrics/sam/template.yaml
+++ b/examples/metrics/sam/template.yaml
@@ -16,7 +16,7 @@ Globals:
     Layers:
       # Find the latest Layer version in the official documentation
       # https://docs.powertools.aws.dev/lambda/python/latest/#lambda-layer
-      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36
+      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37
 
 Resources:
   CaptureLambdaHandlerExample:
diff --git a/examples/metrics_datadog/sam/template.yaml b/examples/metrics_datadog/sam/template.yaml
index 53e8469b8f5..38870c8c88e 100644
--- a/examples/metrics_datadog/sam/template.yaml
+++ b/examples/metrics_datadog/sam/template.yaml
@@ -20,7 +20,7 @@ Globals:
     Layers:
       # Find the latest Layer version in the official documentation
       # https://docs.powertools.aws.dev/lambda/python/latest/#lambda-layer
-      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36
+      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37
       # Find the latest Layer version in the Datadog official documentation
 
       # Datadog SDK
diff --git a/examples/tracer/sam/template.yaml b/examples/tracer/sam/template.yaml
index 9dfdff730e2..82fcc82b2ff 100644
--- a/examples/tracer/sam/template.yaml
+++ b/examples/tracer/sam/template.yaml
@@ -13,7 +13,7 @@ Globals:
     Layers:
       # Find the latest Layer version in the official documentation
       # https://docs.powertools.aws.dev/lambda/python/latest/#lambda-layer
-      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:36
+      - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:37
 
 Resources:
   CaptureLambdaHandlerExample:

From 90a1484a19b7456e904778b0693533b8b5eb9df2 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Mon, 10 Aug 2026 13:24:11 +0100
Subject: [PATCH 21/36] chore(ci): bump version to 3.34.0 (#8375)

Co-authored-by: Powertools for AWS Lambda (Python) bot <151832416+aws-powertools-bot@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 aws_lambda_powertools/shared/version.py | 2 +-
 pyproject.toml                          | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/aws_lambda_powertools/shared/version.py b/aws_lambda_powertools/shared/version.py
index 1162b589e36..f82ba509c24 100644
--- a/aws_lambda_powertools/shared/version.py
+++ b/aws_lambda_powertools/shared/version.py
@@ -1,3 +1,3 @@
 """Exposes version constant to avoid circular dependencies."""
 
-VERSION = "3.31.1"
+VERSION = "3.34.0"
diff --git a/pyproject.toml b/pyproject.toml
index b6485f7ff20..31ca7daccbe 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "aws_lambda_powertools"
-version = "3.31.1"
+version = "3.34.0"
 description = "Powertools for AWS Lambda (Python) is a developer toolkit to implement Serverless best practices and increase developer velocity."
 authors = ["Amazon Web Services"]
 include = ["aws_lambda_powertools/py.typed", "THIRD-PARTY-LICENSES"]

From e196da5b4e6fad6a6bb01b584b04264f8f537b4a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 11 Aug 2026 08:03:05 +0100
Subject: [PATCH 22/36] chore(deps): bump fastjsonschema from 2.21.2 to 2.22.1
 (#8382)

Bumps [fastjsonschema](https://github.com/horejsek/python-fastjsonschema) from 2.21.2 to 2.22.1.
- [Changelog](https://github.com/horejsek/python-fastjsonschema/blob/master/CHANGELOG.txt)
- [Commits](https://github.com/horejsek/python-fastjsonschema/compare/v2.21.2...v2.22.1)

---
updated-dependencies:
- dependency-name: fastjsonschema
  dependency-version: 2.22.1
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index ebf01c0c3a3..75c19918e5a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1860,15 +1860,15 @@ testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "fastjsonschema"
-version = "2.21.2"
+version = "2.22.1"
 description = "Fastest Python implementation of JSON schema"
 optional = true
-python-versions = "*"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "extra == \"all\" or extra == \"validation\""
 files = [
-    {file = "fastjsonschema-2.21.2-py3-none-any.whl", hash = "sha256:1c797122d0a86c5cace2e54bf4e819c36223b552017172f32c5c024a6b77e463"},
-    {file = "fastjsonschema-2.21.2.tar.gz", hash = "sha256:b1eb43748041c880796cd077f1a07c3d94e93ae84bba5ed36800a33554ae05de"},
+    {file = "fastjsonschema-2.22.1-py3-none-any.whl", hash = "sha256:cf377ff5c9a6f4f3125fb35f75a2c5767bd824ffbcf62c209a93cd48d1453999"},
+    {file = "fastjsonschema-2.22.1.tar.gz", hash = "sha256:0b83d1ce8d7845b959dcb20e1a5c3c8883b6541d9c52ab02cce5166b75ec805f"},
 ]
 
 [package.extras]

From bbacdb0f1cb0143a6e0c93609a01de25679c8c19 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 11 Aug 2026 08:22:43 +0100
Subject: [PATCH 23/36] chore(deps): bump redis from 8.0.1 to 8.1.0 (#8379)

Bumps [redis](https://github.com/redis/redis-py) from 8.0.1 to 8.1.0.
- [Release notes](https://github.com/redis/redis-py/releases)
- [Changelog](https://github.com/redis/redis-py/blob/master/CHANGES)
- [Commits](https://github.com/redis/redis-py/compare/v8.0.1...v8.1.0)

---
updated-dependencies:
- dependency-name: redis
  dependency-version: 8.1.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 75c19918e5a..65080340ae5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3955,14 +3955,14 @@ toml = ["tomli (>=2.0.1)"]
 
 [[package]]
 name = "redis"
-version = "8.0.1"
+version = "8.1.0"
 description = "Python client for Redis database and key-value store"
 optional = false
 python-versions = ">=3.10"
 groups = ["main", "dev"]
 files = [
-    {file = "redis-8.0.1-py3-none-any.whl", hash = "sha256:47daa35a058c23468d6437f17a8c76882cb316b838ef763036af99b96cedd743"},
-    {file = "redis-8.0.1.tar.gz", hash = "sha256:afc5a7a2f5a084f5b1880dec548dd45be17db7e43c82a30d84f952aefb05cfb0"},
+    {file = "redis-8.1.0-py3-none-any.whl", hash = "sha256:a4fe1aac3d3b3cc791d4b3d5931c5a956045dc951ee74d1c913ee3ac4d2ee9fb"},
+    {file = "redis-8.1.0.tar.gz", hash = "sha256:6e1a19beef9225c83efd689c7e6b7da2d5215b1f42cd13b7fc3714d0a09c7b25"},
 ]
 markers = {main = "extra == \"redis\""}
 

From c8175ef1c182704e6e5e5686c49f7a793aad4f19 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 11 Aug 2026 08:24:37 +0100
Subject: [PATCH 24/36] chore(deps): bump the github-actions group with 4
 updates (#8383)

Bumps the github-actions group with 4 updates: [github/codeql-action/upload-sarif](https://github.com/github/codeql-action), [pypa/gh-action-pypi-publish](https://github.com/pypa/gh-action-pypi-publish), [release-drafter/release-drafter](https://github.com/release-drafter/release-drafter) and [zgosalvez/github-actions-ensure-sha-pinned-actions](https://github.com/zgosalvez/github-actions-ensure-sha-pinned-actions).


Updates `github/codeql-action/upload-sarif` from 4.37.3 to 4.37.6
- [Release notes](https://github.com/github/codeql-action/releases)
- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md)
- [Commits](https://github.com/github/codeql-action/compare/e4fba868fa4b1b91e1fdab776edc8cfbe6e9fb81...5595ccaf912efad79be6eef63a5619ff05969be3)

Updates `pypa/gh-action-pypi-publish` from 1.14.1 to 1.14.2
- [Release notes](https://github.com/pypa/gh-action-pypi-publish/releases)
- [Commits](https://github.com/pypa/gh-action-pypi-publish/compare/ba38be9e461d3875417946c167d0b5f3d385a247...dc37677b2e1c63e2034f94d8a5b11f265b73ba33)

Updates `release-drafter/release-drafter` from 7.6.0 to 7.7.0
- [Release notes](https://github.com/release-drafter/release-drafter/releases)
- [Commits](https://github.com/release-drafter/release-drafter/compare/eada3c96a64734dd381cfbda23511034e328ddb0...34d80673e067bdc0c24568d3af899c216adcfaa9)

Updates `zgosalvez/github-actions-ensure-sha-pinned-actions` from 5.0.5 to 5.0.6
- [Release notes](https://github.com/zgosalvez/github-actions-ensure-sha-pinned-actions/releases)
- [Commits](https://github.com/zgosalvez/github-actions-ensure-sha-pinned-actions/compare/3db98c0363e2fa5df3e1c4c471777a7c10b24cc9...46cfe808a5f1588656ef299eedd0ce2fd7ec0dcc)

---
updated-dependencies:
- dependency-name: github/codeql-action/upload-sarif
  dependency-version: 4.37.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
- dependency-name: pypa/gh-action-pypi-publish
  dependency-version: 1.14.2
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
- dependency-name: release-drafter/release-drafter
  dependency-version: 7.7.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: github-actions
- dependency-name: zgosalvez/github-actions-ensure-sha-pinned-actions
  dependency-version: 5.0.6
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 .github/workflows/ossf_scorecard.yml   | 2 +-
 .github/workflows/pre-release.yml      | 2 +-
 .github/workflows/release-drafter.yml  | 2 +-
 .github/workflows/release-v3.yml       | 4 ++--
 .github/workflows/secure_workflows.yml | 2 +-
 5 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/ossf_scorecard.yml b/.github/workflows/ossf_scorecard.yml
index 1914df80a33..a7d647fde0f 100644
--- a/.github/workflows/ossf_scorecard.yml
+++ b/.github/workflows/ossf_scorecard.yml
@@ -43,6 +43,6 @@ jobs:
 
       # Upload the results to GitHub's code scanning dashboard.
       - name: "Upload to code-scanning"
-        uses: github/codeql-action/upload-sarif@e4fba868fa4b1b91e1fdab776edc8cfbe6e9fb81 # v4.37.3
+        uses: github/codeql-action/upload-sarif@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
         with:
           sarif_file: results.sarif
diff --git a/.github/workflows/pre-release.yml b/.github/workflows/pre-release.yml
index 0f45bbfa381..8e4e0fb75c8 100644
--- a/.github/workflows/pre-release.yml
+++ b/.github/workflows/pre-release.yml
@@ -221,7 +221,7 @@ jobs:
 
       - name: Upload to PyPi prod
         if: ${{ !inputs.skip_pypi }}
-        uses: pypa/gh-action-pypi-publish@ba38be9e461d3875417946c167d0b5f3d385a247 # v1.14.1
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
 
   # Creates a PR with the latest version we've just released
   # since our trunk is protected against any direct pushes from automation
diff --git a/.github/workflows/release-drafter.yml b/.github/workflows/release-drafter.yml
index 6f9d3cf5cd7..a80f2273a05 100644
--- a/.github/workflows/release-drafter.yml
+++ b/.github/workflows/release-drafter.yml
@@ -27,4 +27,4 @@ jobs:
     permissions:
       contents: write  # create release in draft mode
     steps:
-      - uses: release-drafter/release-drafter@eada3c96a64734dd381cfbda23511034e328ddb0 # v7.6.0
+      - uses: release-drafter/release-drafter@34d80673e067bdc0c24568d3af899c216adcfaa9 # v7.7.0
diff --git a/.github/workflows/release-v3.yml b/.github/workflows/release-v3.yml
index a4d9e36937d..45e0ccb862d 100644
--- a/.github/workflows/release-v3.yml
+++ b/.github/workflows/release-v3.yml
@@ -246,12 +246,12 @@ jobs:
 
       - name: Upload to PyPi prod
         if: ${{ !inputs.skip_pypi }}
-        uses: pypa/gh-action-pypi-publish@ba38be9e461d3875417946c167d0b5f3d385a247 # v1.14.1
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
 
       # PyPi test maintenance affected us numerous times, leaving for history purposes
       # - name: Upload to PyPi test
       #   if: ${{ !inputs.skip_pypi }}
-      #   uses: pypa/gh-action-pypi-publish@ba38be9e461d3875417946c167d0b5f3d385a247 # v1.14.1
+      #   uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # v1.14.2
       #   with:
       #     repository-url: https://test.pypi.org/legacy/
 
diff --git a/.github/workflows/secure_workflows.yml b/.github/workflows/secure_workflows.yml
index 25d88bf8d09..728c632d5cb 100644
--- a/.github/workflows/secure_workflows.yml
+++ b/.github/workflows/secure_workflows.yml
@@ -32,7 +32,7 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
       - name: Ensure 3rd party workflows have SHA pinned
-        uses: zgosalvez/github-actions-ensure-sha-pinned-actions@3db98c0363e2fa5df3e1c4c471777a7c10b24cc9 # v5.0.5
+        uses: zgosalvez/github-actions-ensure-sha-pinned-actions@46cfe808a5f1588656ef299eedd0ce2fd7ec0dcc # v5.0.6
         with:
           allowlist: |
             slsa-framework/slsa-github-generator

From 8099ba834743fc34876eed87203121c6d39d7152 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 11 Aug 2026 08:41:14 +0100
Subject: [PATCH 25/36] chore(deps): bump mkdocs-material from 9.7.6 to 9.7.7
 (#8381)

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 9.7.6 to 9.7.7.
- [Release notes](https://github.com/squidfunk/mkdocs-material/releases)
- [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG)
- [Commits](https://github.com/squidfunk/mkdocs-material/compare/9.7.6...9.7.7)

---
updated-dependencies:
- dependency-name: mkdocs-material
  dependency-version: 9.7.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 docs/requirements.in  |  2 +-
 docs/requirements.txt | 67 +++++++++++++++++++++++++++++++++++++------
 2 files changed, 60 insertions(+), 9 deletions(-)

diff --git a/docs/requirements.in b/docs/requirements.in
index 7457559b3e3..6664e88d346 100644
--- a/docs/requirements.in
+++ b/docs/requirements.in
@@ -1,4 +1,4 @@
 mkdocs-git-revision-date-plugin==0.3.2
 mkdocstrings-python==1.19.0
 mkdocs-llmstxt==0.5.0
-mkdocs-material==9.7.6
+mkdocs-material==9.7.7
diff --git a/docs/requirements.txt b/docs/requirements.txt
index 7a856dd6795..c75a0a3cfc9 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -283,15 +283,15 @@ mkdocs-get-deps==0.2.0 \
     # via mkdocs
 mkdocs-git-revision-date-plugin==0.3.2 \
     --hash=sha256:2e67956cb01823dd2418e2833f3623dee8604cdf223bddd005fe36226a56f6ef
-    # via -r requirements.in
+    # via -r docs/requirements.in
 mkdocs-llmstxt==0.5.0 \
     --hash=sha256:753c699913d2d619a9072604b26b6dc9f5fb6d257d9b107857f80c8a0b787533 \
     --hash=sha256:b2fa9e6d68df41d7467e948a4745725b6c99434a36b36204857dbd7bb3dfe041
-    # via -r requirements.in
-mkdocs-material==9.7.6 \
-    --hash=sha256:00bdde50574f776d328b1862fe65daeaf581ec309bd150f7bff345a098c64a69 \
-    --hash=sha256:71b84353921b8ea1ba84fe11c50912cc512da8fe0881038fcc9a0761c0e635ba
-    # via -r requirements.in
+    # via -r docs/requirements.in
+mkdocs-material==9.7.7 \
+    --hash=sha256:8ea9bb1737a5b524a5f9dcf2e1b4ebda8274ae3008aa7845720a97083bef708f \
+    --hash=sha256:c0649c065b1b0512d60aad8c10f947f8e455284475239b364b610f2deb4d0855
+    # via -r docs/requirements.in
 mkdocs-material-extensions==1.3.1 \
     --hash=sha256:10c9511cea88f568257f960358a467d12b970e1f7b2c0e5fb2bb48cab1928443 \
     --hash=sha256:adff8b62700b25cb77b53358dad940f3ef973dd6db797907c49e3c2ef3ab4e31
@@ -303,7 +303,7 @@ mkdocstrings==0.30.0 \
 mkdocstrings-python==1.19.0 \
     --hash=sha256:395c1032af8f005234170575cc0c5d4d20980846623b623b35594281be4a3059 \
     --hash=sha256:917aac66cf121243c11db5b89f66b0ded6c53ec0de5318ff5e22424eb2f2e57c
-    # via -r requirements.in
+    # via -r docs/requirements.in
 packaging==25.0 \
     --hash=sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484 \
     --hash=sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f
@@ -415,10 +415,61 @@ soupsieve==2.8.4 \
     --hash=sha256:e121fd02e975c695e4e9e8774a5ee35d74714b59307868dcc5319ad2d9e3328e \
     --hash=sha256:e7e6b0769c8f51ed59acab6e994b00621096cfb1c640a7509295987388fbaf65
     # via beautifulsoup4
+tomli==2.4.1 \
+    --hash=sha256:01f520d4f53ef97964a240a035ec2a869fe1a37dde002b57ebc4417a27ccd853 \
+    --hash=sha256:0d85819802132122da43cb86656f8d1f8c6587d54ae7dcaf30e90533028b49fe \
+    --hash=sha256:136443dbd7e1dee43c68ac2694fde36b2849865fa258d39bf822c10e8068eac5 \
+    --hash=sha256:1d8591993e228b0c930c4bb0db464bdad97b3289fb981255d6c9a41aedc84b2d \
+    --hash=sha256:2190f2e9dd7508d2a90ded5ed369255980a1bcdd58e52f7fe24b8162bf9fedbd \
+    --hash=sha256:2c1c351919aca02858f740c6d33adea0c5deea37f9ecca1cc1ef9e884a619d26 \
+    --hash=sha256:36d2bd2ad5fb9eaddba5226aa02c8ec3fa4f192631e347b3ed28186d43be6b54 \
+    --hash=sha256:3d48a93ee1c9b79c04bb38772ee1b64dcf18ff43085896ea460ca8dec96f35f6 \
+    --hash=sha256:47149d5bd38761ac8be13a84864bf0b7b70bc051806bc3669ab1cbc56216b23c \
+    --hash=sha256:4ab97e64ccda8756376892c53a72bd1f964e519c77236368527f758fbc36a53a \
+    --hash=sha256:4b605484e43cdc43f0954ddae319fb75f04cc10dd80d830540060ee7cd0243cd \
+    --hash=sha256:504aa796fe0569bb43171066009ead363de03675276d2d121ac1a4572397870f \
+    --hash=sha256:51529d40e3ca50046d7606fa99ce3956a617f9b36380da3b7f0dd3dd28e68cb5 \
+    --hash=sha256:52c8ef851d9a240f11a88c003eacb03c31fc1c9c4ec64a99a0f922b93874fda9 \
+    --hash=sha256:559db847dc486944896521f68d8190be1c9e719fced785720d2216fe7022b662 \
+    --hash=sha256:5a881ab208c0baf688221f8cecc5401bd291d67e38a1ac884d6736cbcd8247e9 \
+    --hash=sha256:5cb41aa38891e073ee49d55fbc7839cfdb2bc0e600add13874d048c94aadddd1 \
+    --hash=sha256:5e262d41726bc187e69af7825504c933b6794dc3fbd5945e41a79bb14c31f585 \
+    --hash=sha256:5ee18d9ebdb417e384b58fe414e8d6af9f4e7a0ae761519fb50f721de398dd4e \
+    --hash=sha256:7008df2e7655c495dd12d2a4ad038ff878d4ca4b81fccaf82b714e07eae4402c \
+    --hash=sha256:734e20b57ba95624ecf1841e72b53f6e186355e216e5412de414e3c51e5e3c41 \
+    --hash=sha256:7c7e1a961a0b2f2472c1ac5b69affa0ae1132c39adcb67aba98568702b9cc23f \
+    --hash=sha256:7f86fd587c4ed9dd76f318225e7d9b29cfc5a9d43de44e5754db8d1128487085 \
+    --hash=sha256:7f94b27a62cfad8496c8d2513e1a222dd446f095fca8987fceef261225538a15 \
+    --hash=sha256:88dceee75c2c63af144e456745e10101eb67361050196b0b6af5d717254dddf7 \
+    --hash=sha256:8a650c2dbafa08d42e51ba0b62740dae4ecb9338eefa093aa5c78ceb546fcd5c \
+    --hash=sha256:8d65a2fbf9d2f8352685bc1364177ee3923d6baf5e7f43ea4959d7d8bc326a36 \
+    --hash=sha256:96481a5786729fd470164b47cdb3e0e58062a496f455ee41b4403be77cb5a076 \
+    --hash=sha256:a120733b01c45e9a0c34aeef92bf0cf1d56cfe81ed9d47d562f9ed591a9828ac \
+    --hash=sha256:b1d22e6e9387bf4739fbe23bfa80e93f6b0373a7f1b96c6227c32bef95a4d7a8 \
+    --hash=sha256:b8c198f8c1805dc42708689ed6864951fd2494f924149d3e4bce7710f8eb5232 \
+    --hash=sha256:c2541745709bad0264b7d4705ad453b76ccd191e64aa6f0fc66b69a293a45ece \
+    --hash=sha256:c742f741d58a28940ce01d58f0ab2ea3ced8b12402f162f4d534dfe18ba1cd6a \
+    --hash=sha256:c7f2c7f2b9ca6bdeef8f0fa897f8e05085923eb091721675170254cbc5b02897 \
+    --hash=sha256:d312ef37c91508b0ab2cee7da26ec0b3ed2f03ce12bd87a588d771ae15dcf82d \
+    --hash=sha256:d4d8fe59808a54658fcc0160ecfb1b30f9089906c50b23bcb4c69eddc19ec2b4 \
+    --hash=sha256:da25dc3563bff5965356133435b757a795a17b17d01dbc0f42fb32447ddfd917 \
+    --hash=sha256:eab21f45c7f66c13f2a9e0e1535309cee140182a9cdae1e041d02e47291e8396 \
+    --hash=sha256:eb0dc4e38e6a1fd579e5d50369aa2e10acfc9cace504579b2faabb478e76941a \
+    --hash=sha256:ec9bfaf3ad2df51ace80688143a6a4ebc09a248f6ff781a9945e51937008fcbc \
+    --hash=sha256:ede3e6487c5ef5d28634ba3f31f989030ad6af71edfb0055cbbd14189ff240ba \
+    --hash=sha256:f3c6818a1a86dd6dca7ddcaaf76947d5ba31aecc28cb1b67009a5877c9a64f3f \
+    --hash=sha256:f758f1b9299d059cc3f6546ae2af89670cb1c4d48ea29c3cacc4fe7de3058257 \
+    --hash=sha256:f8f0fc26ec2cc2b965b7a3b87cd19c5c6b8c5e5f436b984e85f486d652285c30 \
+    --hash=sha256:fd0409a3653af6c147209d267a0e4243f0ae46b011aa978b1080359fddc9b6cf \
+    --hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \
+    --hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049
+    # via mdformat
 typing-extensions==4.14.0 \
     --hash=sha256:8676b788e32f02ab42d9e7c61324048ae4c6d844a399eebace3d4979d75ceef4 \
     --hash=sha256:a1514509136dd0b477638fc68d6a91497af5076466ad0fa6c338e44e359944af
-    # via beautifulsoup4
+    # via
+    #   beautifulsoup4
+    #   mkdocstrings-python
 urllib3==2.7.0 \
     --hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
     --hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897

From 8bf68fa9d22956b819dbd1811b603429d86cc1fc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 11 Aug 2026 08:43:59 +0100
Subject: [PATCH 26/36] chore(deps-dev): bump testcontainers from 4.14.2 to
 4.15.0 (#8380)

Bumps [testcontainers](https://github.com/testcontainers/testcontainers-python) from 4.14.2 to 4.15.0.
- [Release notes](https://github.com/testcontainers/testcontainers-python/releases)
- [Changelog](https://github.com/testcontainers/testcontainers-python/blob/main/CHANGELOG.md)
- [Commits](https://github.com/testcontainers/testcontainers-python/compare/testcontainers-v4.14.2...testcontainers-v4.15.0)

---
updated-dependencies:
- dependency-name: testcontainers
  dependency-version: 4.15.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 poetry.lock | 21 +++++++++++----------
 1 file changed, 11 insertions(+), 10 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 65080340ae5..7f4a6ae8a52 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4521,14 +4521,14 @@ dev = ["hypothesis (>=6.70.0)", "pytest (>=7.1.0)"]
 
 [[package]]
 name = "testcontainers"
-version = "4.14.2"
+version = "4.15.0"
 description = "Python library for throwaway instances of anything that can run in a Docker container"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "testcontainers-4.14.2-py3-none-any.whl", hash = "sha256:0d0522c3cd8f8d9627cda41f7a6b51b639fa57bdc492923c045117933c668d68"},
-    {file = "testcontainers-4.14.2.tar.gz", hash = "sha256:1340ccf16fe3acd9389a6c9e1d9ab21d9fe99a8afdf8165f89c3e69c1967d239"},
+    {file = "testcontainers-4.15.0-py3-none-any.whl", hash = "sha256:8796c14e76604031ad39cf0ed3b8e9806283a1fbf5270965c2b1c594caa31b74"},
+    {file = "testcontainers-4.15.0.tar.gz", hash = "sha256:085cde086337632e19002719460b7b80bbab2bdd51bb3ea04f77d0de96504706"},
 ]
 
 [package.dependencies]
@@ -4546,8 +4546,9 @@ azurite = ["azure-storage-blob (>=12)"]
 chroma = ["chromadb-client (>=1)"]
 clickhouse = ["clickhouse-driver"]
 cosmosdb = ["azure-cosmos (>=4)"]
-db2 = ["ibm-db-sa ; platform_machine != \"aarch64\" and platform_machine != \"arm64\"", "sqlalchemy (>=2)"]
-generic = ["httpx", "redis (>=7)"]
+cratedb = ["httpx", "sqlalchemy-cratedb"]
+db2 = ["ibm-db-sa ; platform_machine != \"aarch64\" and platform_machine != \"arm64\"", "sqlalchemy"]
+generic = ["httpx", "redis (>=7)", "sqlalchemy"]
 google = ["google-cloud-datastore (>=2)", "google-cloud-pubsub (>=2)"]
 influxdb = ["influxdb (>=5)", "influxdb-client (>=1)"]
 k3s = ["kubernetes", "pyyaml (>=6.0.3)"]
@@ -4556,19 +4557,19 @@ localstack = ["boto3 (>=1)"]
 mailpit = ["cryptography"]
 minio = ["minio (>=7)"]
 mongodb = ["pymongo (>=4)"]
-mssql = ["pymssql (>=2)", "sqlalchemy (>=2)"]
-mysql = ["pymysql[rsa] (>=1)", "sqlalchemy (>=2)"]
+mssql = ["pymssql (>=2)", "sqlalchemy"]
+mysql = ["pymysql[rsa] (>=1)", "sqlalchemy"]
 nats = ["nats-py (>=2)"]
 neo4j = ["neo4j (>=6)"]
 openfga = ["openfga-sdk"]
 opensearch = ["opensearch-py (>=3) ; python_version < \"4.0\""]
-oracle = ["oracledb (>=3)", "sqlalchemy (>=2)"]
-oracle-free = ["oracledb (>=3)", "sqlalchemy (>=2)"]
+oracle = ["oracledb (>=3)", "sqlalchemy"]
+oracle-free = ["oracledb (>=3)", "sqlalchemy"]
 qdrant = ["qdrant-client (>=1)"]
 rabbitmq = ["pika (>=1)"]
 redis = ["redis (>=7)"]
 registry = ["bcrypt (>=5)"]
-scylla = ["cassandra-driver (>=3)"]
+scylla = ["cassandra-driver (>=3) ; python_version < \"3.14\""]
 selenium = ["selenium (>=4)"]
 sftp = ["cryptography"]
 test-module-import = ["httpx"]

From 8db13c761d6f592a4e26dab74035af29412d6634 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 11 Aug 2026 08:46:09 +0100
Subject: [PATCH 27/36] chore(deps-dev): bump aws-cdk from 2.1130.0 to 2.1135.1
 in the aws-cdk group (#8378)

chore(deps-dev): bump aws-cdk in the aws-cdk group

Bumps the aws-cdk group with 1 update: [aws-cdk](https://github.com/aws/aws-cdk-cli/tree/HEAD/packages/aws-cdk).


Updates `aws-cdk` from 2.1130.0 to 2.1135.1
- [Release notes](https://github.com/aws/aws-cdk-cli/releases)
- [Commits](https://github.com/aws/aws-cdk-cli/commits/aws-cdk@v2.1135.1/packages/aws-cdk)

---
updated-dependencies:
- dependency-name: aws-cdk
  dependency-version: 2.1135.1
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: aws-cdk
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 package-lock.json | 8 ++++----
 package.json      | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index 6f1be92be0e..3a9b1de6b24 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -8,13 +8,13 @@
       "name": "aws-lambda-powertools-python-e2e",
       "version": "1.0.0",
       "devDependencies": {
-        "aws-cdk": "^2.1130.0"
+        "aws-cdk": "^2.1135.1"
       }
     },
     "node_modules/aws-cdk": {
-      "version": "2.1130.0",
-      "resolved": "https://registry.npmjs.org/aws-cdk/-/aws-cdk-2.1130.0.tgz",
-      "integrity": "sha512-LgSKHFTGhoT/lML48uiYIpdSHCwZLvUx/uZu5MqcZjh+OwWzM8nCxXY+OjKG3yASlx5JxeulXm4sRaUYo48qFQ==",
+      "version": "2.1135.1",
+      "resolved": "https://registry.npmjs.org/aws-cdk/-/aws-cdk-2.1135.1.tgz",
+      "integrity": "sha512-g1jcMfWlyYtGamFJ/kPBOCuchl3NfwTF2UwOLTIDN0nJbGm84EAO+c8DlYnaemM8UmKFkdoq4BGdmiNL5nHWwA==",
       "dev": true,
       "license": "Apache-2.0",
       "bin": {
diff --git a/package.json b/package.json
index 55619510bcc..47d70c3bbbc 100644
--- a/package.json
+++ b/package.json
@@ -2,6 +2,6 @@
   "name": "aws-lambda-powertools-python-e2e",
   "version": "1.0.0",
   "devDependencies": {
-    "aws-cdk": "^2.1130.0"
+    "aws-cdk": "^2.1135.1"
   }
 }

From bc63354ec77201a0ab5b5fcfc285abcb277fa2be Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 28 Aug 2026 15:54:52 +0100
Subject: [PATCH 28/36] chore(deps): bump mkdocs-material from 9.7.6 to 9.7.7
 (#8394)

Bumps [mkdocs-material](https://github.com/squidfunk/mkdocs-material) from 9.7.6 to 9.7.7.
- [Release notes](https://github.com/squidfunk/mkdocs-material/releases)
- [Changelog](https://github.com/squidfunk/mkdocs-material/blob/master/CHANGELOG)
- [Commits](https://github.com/squidfunk/mkdocs-material/compare/9.7.6...9.7.7)

---
updated-dependencies:
- dependency-name: mkdocs-material
  dependency-version: 9.7.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 7f4a6ae8a52..092b4c16046 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2759,14 +2759,14 @@ mdformat = ">=0.7.21"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.7.6"
+version = "9.7.7"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "mkdocs_material-9.7.6-py3-none-any.whl", hash = "sha256:71b84353921b8ea1ba84fe11c50912cc512da8fe0881038fcc9a0761c0e635ba"},
-    {file = "mkdocs_material-9.7.6.tar.gz", hash = "sha256:00bdde50574f776d328b1862fe65daeaf581ec309bd150f7bff345a098c64a69"},
+    {file = "mkdocs_material-9.7.7-py3-none-any.whl", hash = "sha256:8ea9bb1737a5b524a5f9dcf2e1b4ebda8274ae3008aa7845720a97083bef708f"},
+    {file = "mkdocs_material-9.7.7.tar.gz", hash = "sha256:c0649c065b1b0512d60aad8c10f947f8e455284475239b364b610f2deb4d0855"},
 ]
 
 [package.dependencies]

From bb51178e798363f0cce71c39df92960b0c5582a4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 28 Aug 2026 16:04:47 +0100
Subject: [PATCH 29/36] chore(deps): bump valkey-glide from 2.5.0 to 2.5.1
 (#8396)

Bumps [valkey-glide](https://github.com/valkey-io/valkey-glide) from 2.5.0 to 2.5.1.
- [Release notes](https://github.com/valkey-io/valkey-glide/releases)
- [Changelog](https://github.com/valkey-io/valkey-glide/blob/main/CHANGELOG.md)
- [Commits](https://github.com/valkey-io/valkey-glide/compare/v2.5.0...v2.5.1)

---
updated-dependencies:
- dependency-name: valkey-glide
  dependency-version: 2.5.1
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 poetry.lock | 60 ++++++++++++++++++++++++++---------------------------
 1 file changed, 30 insertions(+), 30 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 092b4c16046..a4772744a7b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4975,42 +4975,42 @@ zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "valkey-glide"
-version = "2.5.0"
+version = "2.5.1"
 description = "Valkey GLIDE Async client. Supports Valkey and Redis OSS."
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"valkey\""
 files = [
-    {file = "valkey_glide-2.5.0-cp310-cp310-macosx_10_7_x86_64.whl", hash = "sha256:10bd8e942f7bd462cca4e8578f67c4e32d246cf42a736da89c5b6e55c1198e27"},
-    {file = "valkey_glide-2.5.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d207e8d3ebaa7f434a73b4f29b46296c44d4277c93c6e0ce2db0c0a4037f4715"},
-    {file = "valkey_glide-2.5.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8a04a8f00ccbaea1d43c933dacfaefc0779608e0f306053b7bc2c9a6ec71a22"},
-    {file = "valkey_glide-2.5.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2ee93ffd52845e5620774a65f43d751c9076505c9e29ea51263fcbc512893af1"},
-    {file = "valkey_glide-2.5.0-cp311-cp311-macosx_10_7_x86_64.whl", hash = "sha256:df59c58ac08d66c4e730e7bab9f7e37c9cf30ca0e5b3ffa80f7e68abb0bfcc7b"},
-    {file = "valkey_glide-2.5.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:40d67ea9bef44065809432e2a34193ada5a2a64b959f1f7b7572c5a055bdcb2d"},
-    {file = "valkey_glide-2.5.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c4231e4290e06405729fd2b0c94febd6db861fe1a88e205627353d70e799473"},
-    {file = "valkey_glide-2.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:284439b63dae97bc5dfa5266e39e9ba0868db9235932778599daa90b56fba2b2"},
-    {file = "valkey_glide-2.5.0-cp312-cp312-macosx_10_7_x86_64.whl", hash = "sha256:95bc800473d5795e3db5eb9f64892cc0c4b79a4580320d51c90799f05ca815b9"},
-    {file = "valkey_glide-2.5.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ea98b2b44bbfdfdc4fa6149b16136f67c59dd46e51f4e45c29136307c3177a3a"},
-    {file = "valkey_glide-2.5.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f9db2235a3190ec0b5bf3997c518a6c642f5e44c3a3c1ed70817ce5fc48815e6"},
-    {file = "valkey_glide-2.5.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7893d63a3424ea43f9e2ab7ce2e31d628dea765f0ada09ab1b50b426f55d3863"},
-    {file = "valkey_glide-2.5.0-cp313-cp313-macosx_10_7_x86_64.whl", hash = "sha256:cc6146d78545a85da2757ba0ac9d636b90fabdb45cc1a864f1c808381de942c5"},
-    {file = "valkey_glide-2.5.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:d8feb2a5ace38d1d88ba5c650b10273c5d862a55b0b5006d227aadd91e7c31e7"},
-    {file = "valkey_glide-2.5.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2bc80db5b2c191550ed716d28018520c7decc7853a2c2104c2d3654da3cd920e"},
-    {file = "valkey_glide-2.5.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:afecb53f774e7e376a757cda124bc08734b072cfdfcf703111b26afab5c24d2d"},
-    {file = "valkey_glide-2.5.0-cp314-cp314-macosx_10_7_x86_64.whl", hash = "sha256:4a86f8451c5f8aa69f822782ba0ab64c77d8f6267844e2479b3267853dd076a5"},
-    {file = "valkey_glide-2.5.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:97b1d1bde85abf9783952e65b134368d0a575b5978b73c60fdde1d69d6bc6a69"},
-    {file = "valkey_glide-2.5.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e2d442a9aa0a2685023850950d76acaa689df1581f3028468c965e71b9009a83"},
-    {file = "valkey_glide-2.5.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c90d9bb9c49059f0ddd8b50b1e84e924c7a8bd261be82376ab09cefbbf2b233"},
-    {file = "valkey_glide-2.5.0-cp39-cp39-macosx_10_7_x86_64.whl", hash = "sha256:eca2618c59301ffd093108714ef09e69d67b4f8745ad65b7fd5514d378d3b6be"},
-    {file = "valkey_glide-2.5.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:19ccc9654f3e2da628fc7c6c15377a8f54046c73ab064530823649108a72fdef"},
-    {file = "valkey_glide-2.5.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5dc0a0fe39b1cadf81b15b91051f6101913bdb4b78d986d20a4dace152921f3c"},
-    {file = "valkey_glide-2.5.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:60315782ada98d4d49ae842535d5045b6e2d40366c05be3d49c9c4563f9012cf"},
-    {file = "valkey_glide-2.5.0-pp311-pypy311_pp73-macosx_10_7_x86_64.whl", hash = "sha256:1bc0913efd997ed94136aac04d89fa73bb40525292a0182493c8c47bf24839b9"},
-    {file = "valkey_glide-2.5.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:7d6c8127a6661d866c7fabb1830e6d8943536921e9f80033c6f095fdcec0ba28"},
-    {file = "valkey_glide-2.5.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:19a54a25fefa9e5839d0237625bf23e5f84df6a50eadac06181a9a99fb02e6c2"},
-    {file = "valkey_glide-2.5.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:47663a0432097746c3fc13f2e890280c003bfff7924f48f4f65c416750f4f368"},
-    {file = "valkey_glide-2.5.0.tar.gz", hash = "sha256:21a9c037107af5ba3cdb27ed126abc02c75f9690dd6e82272f2a91042f4b8a2e"},
+    {file = "valkey_glide-2.5.1-cp310-cp310-macosx_10_7_x86_64.whl", hash = "sha256:d66f47bbc5cea7155b0b3ca002043bfd950c09a9ac08e10923a6bcb0a3aa0a1c"},
+    {file = "valkey_glide-2.5.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:47a666862faa47766d4c4814203c3b9f9a8cb466200fd5f71e330eef6ed0d8f1"},
+    {file = "valkey_glide-2.5.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4cecd82dab35f30d96785b1405ebe3a6931dd858c8f26a0b7a12b46609e75212"},
+    {file = "valkey_glide-2.5.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:44435ed9fdb6322a4b167c9f56fdc0145a1fab4736dd2659165bbb5358d3a68f"},
+    {file = "valkey_glide-2.5.1-cp311-cp311-macosx_10_7_x86_64.whl", hash = "sha256:d9bbf26f9ea2b72ef0b8541dfefa479a82a69bdec77fce917192a262893edfda"},
+    {file = "valkey_glide-2.5.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:94256d3335f4c31f19ad1ff02447d9eecd94b8c9e8d51c7b77811277c957e807"},
+    {file = "valkey_glide-2.5.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d46a9903acb1204deefad88162ac77404f052c7d51ab9d5851d2335ed2fda1e8"},
+    {file = "valkey_glide-2.5.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0e5c17169d07564f0cc23b78c4904c8e03063c8750d8ccf413d229ce9a3092d5"},
+    {file = "valkey_glide-2.5.1-cp312-cp312-macosx_10_7_x86_64.whl", hash = "sha256:75da4cb54fe6a0e03a78681237545aa0638dd5a6dd0ff51af6ff4cacf9f99443"},
+    {file = "valkey_glide-2.5.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:787010bbce1b8f270ae5d74ca8af15bca3bbc625e1a5467fb01025864bc4e792"},
+    {file = "valkey_glide-2.5.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:de2e202a8376c6b67735bd589ce0e46683f8a782fcb1745b0b44cce768e13856"},
+    {file = "valkey_glide-2.5.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9ab1c7ce52b098fcb0ee6223136a024fc90a8ae1c600db298c30c044d1b47ee2"},
+    {file = "valkey_glide-2.5.1-cp313-cp313-macosx_10_7_x86_64.whl", hash = "sha256:55c87ecc3146480adaddf42d659b688089ca417596208ca9df5c2249c8f9e6fe"},
+    {file = "valkey_glide-2.5.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:ae6b0cedd3d2aafdc53c460bdfe4d0319d10301fd2128a56d41486e49de88dfe"},
+    {file = "valkey_glide-2.5.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8a3c5298899ea18fc7e40438643e2f8ee15955fe9bba66ce5daf3dfd29462f2"},
+    {file = "valkey_glide-2.5.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bb5e0094d576ce99a2453c9fdd923f70732db6f4b59a722c27c420343d96b75d"},
+    {file = "valkey_glide-2.5.1-cp314-cp314-macosx_10_7_x86_64.whl", hash = "sha256:1bc5d0e0241aa5b78c398b981fe19801e36c09572c1dac69286a9a3c817e0b35"},
+    {file = "valkey_glide-2.5.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:ec658ed7770c05f3ea431ca1301e47d0a24cf27c4c23ca30eb030f7e0ac7488d"},
+    {file = "valkey_glide-2.5.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e2cdb26952b650e25af4a14360f65364b8015e49e2967779ba850c9e62c1f237"},
+    {file = "valkey_glide-2.5.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:696635581f0692f640b94021b4cfbc2ec01108f6ae02f25dfea3cfdaa98331de"},
+    {file = "valkey_glide-2.5.1-cp39-cp39-macosx_10_7_x86_64.whl", hash = "sha256:f5e733adc4718b93c5b228de7e543a6641e231d5839202ce7b22487e079059e7"},
+    {file = "valkey_glide-2.5.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:3ffd8f0fdb6ef982161a2350ad1562e5e345bea263b81304c7282f3385deac20"},
+    {file = "valkey_glide-2.5.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d6b81727c4d7a3b49f10172787296c87d6ef8d729fb958de358b278d5a6c563f"},
+    {file = "valkey_glide-2.5.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:12fff287f02caa9302d7c64d0520c3cee86e0f952ec55a537a4f9378889265d7"},
+    {file = "valkey_glide-2.5.1-pp311-pypy311_pp73-macosx_10_7_x86_64.whl", hash = "sha256:f656ef6e722d6ab4a28bc66e36ef616dff28622bc712c41f4172ac1e7c4826d8"},
+    {file = "valkey_glide-2.5.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:65b2add9f19a2e48080130ee968af45dc14e8457b5db20262703a4604afc478b"},
+    {file = "valkey_glide-2.5.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0c9b725afe94f0515e296003942d6c96c5090a956f2217f6305dc87fa14dfa51"},
+    {file = "valkey_glide-2.5.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a131c08951b865f753f1bd42f7db19c6a96e7c4faf9dc78718f8909fc95eb8b4"},
+    {file = "valkey_glide-2.5.1.tar.gz", hash = "sha256:b2efb23c987a995ad6ce2a72616996638137dd2504ac262bdd6c045378394090"},
 ]
 
 [package.dependencies]

From cdab6db98c5495e5e143bada19574236cf9d637b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 28 Aug 2026 16:16:07 +0100
Subject: [PATCH 30/36] chore(deps-dev): bump aws-cdk from 2.1135.1 to 2.1136.0
 in the aws-cdk group (#8392)

chore(deps-dev): bump aws-cdk in the aws-cdk group

Bumps the aws-cdk group with 1 update: [aws-cdk](https://github.com/aws/aws-cdk-cli/tree/HEAD/packages/aws-cdk).


Updates `aws-cdk` from 2.1135.1 to 2.1136.0
- [Release notes](https://github.com/aws/aws-cdk-cli/releases)
- [Commits](https://github.com/aws/aws-cdk-cli/commits/aws-cdk@v2.1136.0/packages/aws-cdk)

---
updated-dependencies:
- dependency-name: aws-cdk
  dependency-version: 2.1136.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: aws-cdk
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 package-lock.json | 8 ++++----
 package.json      | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index 3a9b1de6b24..cda2d626edd 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -8,13 +8,13 @@
       "name": "aws-lambda-powertools-python-e2e",
       "version": "1.0.0",
       "devDependencies": {
-        "aws-cdk": "^2.1135.1"
+        "aws-cdk": "^2.1136.0"
       }
     },
     "node_modules/aws-cdk": {
-      "version": "2.1135.1",
-      "resolved": "https://registry.npmjs.org/aws-cdk/-/aws-cdk-2.1135.1.tgz",
-      "integrity": "sha512-g1jcMfWlyYtGamFJ/kPBOCuchl3NfwTF2UwOLTIDN0nJbGm84EAO+c8DlYnaemM8UmKFkdoq4BGdmiNL5nHWwA==",
+      "version": "2.1136.0",
+      "resolved": "https://registry.npmjs.org/aws-cdk/-/aws-cdk-2.1136.0.tgz",
+      "integrity": "sha512-n6kCL9R9uuvb7WXEwiSs3rYGwnTy9AHHmxOT5Pj5/++E4PYz2bLDXIxzoiOMIj5maoyC52PTe/0GezFV+O0ILQ==",
       "dev": true,
       "license": "Apache-2.0",
       "bin": {
diff --git a/package.json b/package.json
index 47d70c3bbbc..d429b6b453c 100644
--- a/package.json
+++ b/package.json
@@ -2,6 +2,6 @@
   "name": "aws-lambda-powertools-python-e2e",
   "version": "1.0.0",
   "devDependencies": {
-    "aws-cdk": "^2.1135.1"
+    "aws-cdk": "^2.1136.0"
   }
 }

From f8867f04677f6f6fab33b2e1aed4fced2a249c7a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 28 Aug 2026 16:17:54 +0100
Subject: [PATCH 31/36] chore(deps): bump the github-actions group across 1
 directory with 3 updates (#8401)

Bumps the github-actions group with 3 updates in the / directory: [github/codeql-action/upload-sarif](https://github.com/github/codeql-action), [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) and [zgosalvez/github-actions-ensure-sha-pinned-actions](https://github.com/zgosalvez/github-actions-ensure-sha-pinned-actions).


Updates `github/codeql-action/upload-sarif` from 4.37.6 to 4.37.8
- [Release notes](https://github.com/github/codeql-action/releases)
- [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md)
- [Commits](https://github.com/github/codeql-action/compare/5595ccaf912efad79be6eef63a5619ff05969be3...db488ddef3bf6cb639b32c2e9a7c0a7ea8271d28)

Updates `docker/setup-buildx-action` from 4.2.0 to 4.3.0
- [Release notes](https://github.com/docker/setup-buildx-action/releases)
- [Commits](https://github.com/docker/setup-buildx-action/compare/bb05f3f5519dd87d3ba754cc423b652a5edd6d2c...37fe631027851001ddb9b187196cc803df7f5f0e)

Updates `zgosalvez/github-actions-ensure-sha-pinned-actions` from 5.0.6 to 5.0.7
- [Release notes](https://github.com/zgosalvez/github-actions-ensure-sha-pinned-actions/releases)
- [Commits](https://github.com/zgosalvez/github-actions-ensure-sha-pinned-actions/compare/46cfe808a5f1588656ef299eedd0ce2fd7ec0dcc...c5fc58bd0be7a4b94b73ce40250322d5b838a108)

---
updated-dependencies:
- dependency-name: github/codeql-action/upload-sarif
  dependency-version: 4.37.8
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
- dependency-name: docker/setup-buildx-action
  dependency-version: 4.3.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: github-actions
- dependency-name: zgosalvez/github-actions-ensure-sha-pinned-actions
  dependency-version: 5.0.7
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 .github/workflows/ossf_scorecard.yml               | 2 +-
 .github/workflows/publish_v3_layer.yml             | 2 +-
 .github/workflows/quality_code_cdk_constructor.yml | 2 +-
 .github/workflows/secure_workflows.yml             | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/ossf_scorecard.yml b/.github/workflows/ossf_scorecard.yml
index a7d647fde0f..430767741d7 100644
--- a/.github/workflows/ossf_scorecard.yml
+++ b/.github/workflows/ossf_scorecard.yml
@@ -43,6 +43,6 @@ jobs:
 
       # Upload the results to GitHub's code scanning dashboard.
       - name: "Upload to code-scanning"
-        uses: github/codeql-action/upload-sarif@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
+        uses: github/codeql-action/upload-sarif@db488ddef3bf6cb639b32c2e9a7c0a7ea8271d28 # v4.37.8
         with:
           sarif_file: results.sarif
diff --git a/.github/workflows/publish_v3_layer.yml b/.github/workflows/publish_v3_layer.yml
index 456533b055e..ab2f43285e5 100644
--- a/.github/workflows/publish_v3_layer.yml
+++ b/.github/workflows/publish_v3_layer.yml
@@ -146,7 +146,7 @@ jobs:
 
       - name: Set up Docker Buildx
         id: builder
-        uses: docker/setup-buildx-action@bb05f3f5519dd87d3ba754cc423b652a5edd6d2c # v4.2.0
+        uses: docker/setup-buildx-action@37fe631027851001ddb9b187196cc803df7f5f0e # v4.3.0
         with:
           driver: docker
           platforms: linux/amd64,linux/arm64
diff --git a/.github/workflows/quality_code_cdk_constructor.yml b/.github/workflows/quality_code_cdk_constructor.yml
index cedb82b82bc..4dd9a631c51 100644
--- a/.github/workflows/quality_code_cdk_constructor.yml
+++ b/.github/workflows/quality_code_cdk_constructor.yml
@@ -57,7 +57,7 @@ jobs:
         # NOTE: we need QEMU to build Layer against a different architecture (e.g., ARM)
       - name: Set up Docker Buildx
         id: builder
-        uses: docker/setup-buildx-action@bb05f3f5519dd87d3ba754cc423b652a5edd6d2c # v4.2.0
+        uses: docker/setup-buildx-action@37fe631027851001ddb9b187196cc803df7f5f0e # v4.3.0
         with:
           driver: docker
           platforms: linux/amd64,linux/arm64
diff --git a/.github/workflows/secure_workflows.yml b/.github/workflows/secure_workflows.yml
index 728c632d5cb..b21adc7f5df 100644
--- a/.github/workflows/secure_workflows.yml
+++ b/.github/workflows/secure_workflows.yml
@@ -32,7 +32,7 @@ jobs:
       - name: Checkout code
         uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1  # v7.0.1
       - name: Ensure 3rd party workflows have SHA pinned
-        uses: zgosalvez/github-actions-ensure-sha-pinned-actions@46cfe808a5f1588656ef299eedd0ce2fd7ec0dcc # v5.0.6
+        uses: zgosalvez/github-actions-ensure-sha-pinned-actions@c5fc58bd0be7a4b94b73ce40250322d5b838a108 # v5.0.7
         with:
           allowlist: |
             slsa-framework/slsa-github-generator

From 937f0fe96bd8eda38c36834fe911a61ffff5b41b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 28 Aug 2026 16:21:13 +0100
Subject: [PATCH 32/36] chore(deps-dev): bump aws-cdk-aws-lambda-python-alpha
 from 2.259.0a0 to 2.266.0a0 (#8395)

chore(deps-dev): bump aws-cdk-aws-lambda-python-alpha

Bumps [aws-cdk-aws-lambda-python-alpha](https://github.com/aws/aws-cdk) from 2.259.0a0 to 2.266.0a0.
- [Release notes](https://github.com/aws/aws-cdk/releases)
- [Changelog](https://github.com/aws/aws-cdk/blob/main/CHANGELOG.v2.alpha.md)
- [Commits](https://github.com/aws/aws-cdk/commits)

---
updated-dependencies:
- dependency-name: aws-cdk-aws-lambda-python-alpha
  dependency-version: 2.265.0a0
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 poetry.lock | 52 ++++++++++++++++++++++++----------------------------
 1 file changed, 24 insertions(+), 28 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index a4772744a7b..95eb2dbefae 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -138,20 +138,19 @@ zstandard = ["zstandard"]
 
 [[package]]
 name = "aws-cdk-asset-awscli-v1"
-version = "2.2.282"
+version = "2.2.292"
 description = "A library that contains the AWS CLI for use in Lambda Layers"
 optional = false
-python-versions = "~=3.10"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "aws_cdk_asset_awscli_v1-2.2.282-py3-none-any.whl", hash = "sha256:24139da0eb1be59f8cfda22c6343d51e8d50bb89b5052b049cfab92683de7790"},
-    {file = "aws_cdk_asset_awscli_v1-2.2.282.tar.gz", hash = "sha256:f86e61653927f77fb235b5ec148c955c610117430c869d182c8b20f7e07e2df2"},
+    {file = "aws_cdk_asset_awscli_v1-2.2.292-py3-none-any.whl", hash = "sha256:01cfb33e2913df2d63448b0954ea4ed1bcb1d064514b4b7aa266eda915e8ebfc"},
+    {file = "aws_cdk_asset_awscli_v1-2.2.292.tar.gz", hash = "sha256:06da203eeaecbbbf5f1ecd3b12140104e6a59b6a7f6182cfbda5c5deda4b6344"},
 ]
 
 [package.dependencies]
-jsii = ">=1.130.0,<2.0.0"
+jsii = ">=1.139.0,<2.0.0"
 publication = ">=0.0.3"
-typeguard = "2.13.3"
 
 [[package]]
 name = "aws-cdk-asset-node-proxy-agent-v6"
@@ -250,60 +249,57 @@ typeguard = ">=2.13.3,<2.14.0"
 
 [[package]]
 name = "aws-cdk-aws-lambda-python-alpha"
-version = "2.259.0a0"
+version = "2.266.0a0"
 description = "The CDK Construct Library for AWS Lambda in Python"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "aws_cdk_aws_lambda_python_alpha-2.259.0a0-py3-none-any.whl", hash = "sha256:6ab839026a26fd9e9c7d0df04e08dbbfe32e9a22d89726175e165e2b5da268f2"},
-    {file = "aws_cdk_aws_lambda_python_alpha-2.259.0a0.tar.gz", hash = "sha256:5d061cb7ba7a76e5699e7a0cc1aaa2ba329d5242ddf945a79eda717c287d2e09"},
+    {file = "aws_cdk_aws_lambda_python_alpha-2.266.0a0-py3-none-any.whl", hash = "sha256:be7c34c7296d9e6c478df9065510b2013a52d27629be6d90b4c9221043e71077"},
+    {file = "aws_cdk_aws_lambda_python_alpha-2.266.0a0.tar.gz", hash = "sha256:eb7bb2890c722dc7d49851c61f8df8f7dd339a9135216e8f007c5c5be1b05cdb"},
 ]
 
 [package.dependencies]
-aws-cdk-lib = ">=2.259.0,<3.0.0"
+aws-cdk-lib = ">=2.266.0,<3.0.0"
 constructs = ">=10.5.0,<11.0.0"
-jsii = ">=1.133.0,<2.0.0"
+jsii = ">=1.139.0,<2.0.0"
 publication = ">=0.0.3"
-typeguard = "2.13.3"
 
 [[package]]
 name = "aws-cdk-cloud-assembly-schema"
-version = "54.2.0"
+version = "54.21.0"
 description = "Schema for the protocol between CDK framework and CDK CLI"
 optional = false
-python-versions = "~=3.10"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "aws_cdk_cloud_assembly_schema-54.2.0-py3-none-any.whl", hash = "sha256:a7038bffa1aaf3365b72147987396bcf0b9951c3b53b2eebfc181b7cb4227067"},
-    {file = "aws_cdk_cloud_assembly_schema-54.2.0.tar.gz", hash = "sha256:2e3a05fca6a28f49811b7b011fce12b03dd0adb15c37a0ad2d1b16d8d66fe95a"},
+    {file = "aws_cdk_cloud_assembly_schema-54.21.0-py3-none-any.whl", hash = "sha256:e5951260bb7ca20956240a96f90aa423c33467a5a37b40e338dd4e2c9c02fb0c"},
+    {file = "aws_cdk_cloud_assembly_schema-54.21.0.tar.gz", hash = "sha256:bd66b07ab1a1570801219a3ad3e438a6853db284771cff7aa5e18935b2b3dd0c"},
 ]
 
 [package.dependencies]
-jsii = ">=1.132.0,<2.0.0"
+jsii = ">=1.139.0,<2.0.0"
 publication = ">=0.0.3"
-typeguard = "2.13.3"
 
 [[package]]
 name = "aws-cdk-lib"
-version = "2.260.0"
+version = "2.267.0"
 description = "Version 2 of the AWS Cloud Development Kit library"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "aws_cdk_lib-2.260.0-py3-none-any.whl", hash = "sha256:41363a6fd72261ce64055b6c90538cf9b9ee2854faca7d2c56316656214f56ea"},
-    {file = "aws_cdk_lib-2.260.0.tar.gz", hash = "sha256:94412d6539b543e898aa3a408a39c4d68be06c992938f8191d12f6ab44e546df"},
+    {file = "aws_cdk_lib-2.267.0-py3-none-any.whl", hash = "sha256:83e269742e10069b5df80b2b99ec55ffb097f31cbf62317b6cf44eb63d4a9430"},
+    {file = "aws_cdk_lib-2.267.0.tar.gz", hash = "sha256:2778f1befdda7401ad064d60f5442858c2dad2a1a87591264ca6f17da6ebd4a2"},
 ]
 
 [package.dependencies]
-"aws-cdk.asset-awscli-v1" = "2.2.282"
+"aws-cdk.asset-awscli-v1" = "2.2.292"
 "aws-cdk.asset-node-proxy-agent-v6" = ">=2.1.2,<3.0.0"
-"aws-cdk.cloud-assembly-schema" = ">=54.0.0,<55.0.0"
+"aws-cdk.cloud-assembly-schema" = ">=54.11.0,<55.0.0"
 constructs = ">=10.5.0,<11.0.0"
-jsii = ">=1.133.0,<2.0.0"
+jsii = ">=1.139.0,<2.0.0"
 publication = ">=0.0.3"
-typeguard = "2.13.3"
 
 [[package]]
 name = "aws-encryption-sdk"
@@ -2250,14 +2246,14 @@ files = [
 
 [[package]]
 name = "jsii"
-version = "1.135.0"
+version = "1.140.0"
 description = "Python client for jsii runtime"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "jsii-1.135.0-py3-none-any.whl", hash = "sha256:bfab0cc3f99bfbc13683af2afb8d62522af867fb826fc825ab6b27fe636bb087"},
-    {file = "jsii-1.135.0.tar.gz", hash = "sha256:3d860404e9e350beae0bdae48b473173653bd2be3a901c620feb656b690f9c2f"},
+    {file = "jsii-1.140.0-py3-none-any.whl", hash = "sha256:aa24f27d15d8d7db1ff32a9c56074bc87e728b30330ead97fb149419a3721a50"},
+    {file = "jsii-1.140.0.tar.gz", hash = "sha256:454c874d963a862f6b90bc013c45a720e51292659f57249d9cae7cb2a189ec0e"},
 ]
 
 [package.dependencies]

From f704837b92c4eb1527899779ba89ec251d7222fc Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 28 Aug 2026 16:52:10 +0100
Subject: [PATCH 33/36] chore(deps-dev): bump the dev-dependencies group across
 1 directory with 5 updates (#8407)

* chore(deps-dev): bump the dev-dependencies group across 1 directory with 5 updates

Bumps the dev-dependencies group with 5 updates in the / directory:

| Package | From | To |
| --- | --- | --- |
| [coverage](https://github.com/coveragepy/coveragepy) | `7.14.3` | `7.15.4` |
| [pytest-benchmark](https://github.com/ionelmc/pytest-benchmark) | `5.2.3` | `5.3.0` |
| [mypy](https://github.com/python/mypy) | `2.1.0` | `2.3.1` |
| [ruff](https://github.com/astral-sh/ruff) | `0.15.19` | `0.16.4` |
| [pytest-socket](https://github.com/miketheman/pytest-socket) | `0.8.0` | `0.8.1` |



Updates `coverage` from 7.14.3 to 7.15.4
- [Release notes](https://github.com/coveragepy/coveragepy/releases)
- [Changelog](https://github.com/coveragepy/coveragepy/blob/main/CHANGES.rst)
- [Commits](https://github.com/coveragepy/coveragepy/compare/7.14.3...7.15.4)

Updates `pytest-benchmark` from 5.2.3 to 5.3.0
- [Release notes](https://github.com/ionelmc/pytest-benchmark/releases)
- [Changelog](https://github.com/ionelmc/pytest-benchmark/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/ionelmc/pytest-benchmark/compare/v5.2.3...v5.3.0)

Updates `mypy` from 2.1.0 to 2.3.1
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v2.1.0...v2.3.1)

Updates `ruff` from 0.15.19 to 0.16.4
- [Release notes](https://github.com/astral-sh/ruff/releases)
- [Changelog](https://github.com/astral-sh/ruff/blob/main/CHANGELOG.md)
- [Commits](https://github.com/astral-sh/ruff/compare/0.15.19...0.16.4)

Updates `pytest-socket` from 0.8.0 to 0.8.1
- [Release notes](https://github.com/miketheman/pytest-socket/releases)
- [Changelog](https://github.com/miketheman/pytest-socket/blob/main/CHANGELOG.md)
- [Commits](https://github.com/miketheman/pytest-socket/compare/0.8.0...0.8.1)

---
updated-dependencies:
- dependency-name: coverage
  dependency-version: 7.15.4
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: dev-dependencies
- dependency-name: mypy
  dependency-version: 2.3.1
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: dev-dependencies
- dependency-name: pytest-benchmark
  dependency-version: 5.3.0
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: dev-dependencies
- dependency-name: pytest-socket
  dependency-version: 0.8.1
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: dev-dependencies
- dependency-name: ruff
  dependency-version: 0.16.4
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: dev-dependencies
...

Signed-off-by: dependabot[bot] <support@github.com>

* chore: ignore new Ruff positional argument rule

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Leandro <lcdama@amazon.pt>
---
 poetry.lock    | 703 ++++++++++++++++++++++++++++---------------------
 pyproject.toml |   2 +-
 ruff.toml      |   1 +
 3 files changed, 408 insertions(+), 298 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 95eb2dbefae..6234daec8f2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -52,45 +52,69 @@ test = ["coverage", "mypy", "pexpect", "ruff", "wheel"]
 
 [[package]]
 name = "ast-serialize"
-version = "0.5.0"
+version = "0.8.0"
 description = "Python bindings for mypy AST serialization"
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 files = [
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 [package.dependencies]
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+    {file = "mypy-2.3.1-cp315-cp315t-win_arm64.whl", hash = "sha256:8ad80807dc3ab8ea978b1b2b6e4a657194ace1d4ef03e0e731aff1abd517da29"},
+    {file = "mypy-2.3.1-py3-none-any.whl", hash = "sha256:6ed5c7e3419083268e5c9258bd1c1ef91af44a9e89374dbcaf37b775716e72eb"},
+    {file = "mypy-2.3.1.tar.gz", hash = "sha256:47c1b1207258513a9d93495f69c8be9de73916186f0e52703e8c461b7a623419"},
 ]
 
 [package.dependencies]
-ast-serialize = ">=0.3.0,<1.0.0"
-librt = {version = ">=0.11.0", markers = "platform_python_implementation != \"PyPy\""}
+ast-serialize = ">=0.6.0,<1.0.0"
+librt = {version = ">=0.13.0", markers = "platform_python_implementation != \"PyPy\""}
 mypy_extensions = ">=1.0.0"
 pathspec = ">=1.0.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
@@ -3369,15 +3478,15 @@ files = [
 ]
 
 [[package]]
-name = "py-cpuinfo"
-version = "9.0.0"
+name = "py-cpuinfo2"
+version = "10.1.1"
 description = "Get CPU info with pure Python"
 optional = false
-python-versions = "*"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "py-cpuinfo-9.0.0.tar.gz", hash = "sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690"},
-    {file = "py_cpuinfo-9.0.0-py3-none-any.whl", hash = "sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5"},
+    {file = "py_cpuinfo2-10.1.1-py3-none-any.whl", hash = "sha256:adc53396bfb206e6498d078ec2ab407f85799ecd819584ac36a8f80a2d4d762d"},
+    {file = "py_cpuinfo2-10.1.1.tar.gz", hash = "sha256:7861133863663f16e06eca63b12904ef100b5760415e92372dac0162799a4771"},
 ]
 
 [[package]]
@@ -3656,18 +3765,18 @@ testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
 name = "pytest-benchmark"
-version = "5.2.3"
+version = "5.3.0"
 description = "A ``pytest`` fixture for benchmarking code. It will group the tests into rounds that are calibrated to the chosen timer."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "pytest_benchmark-5.2.3-py3-none-any.whl", hash = "sha256:bc839726ad20e99aaa0d11a127445457b4219bdb9e80a1afc4b51da7f96b0803"},
-    {file = "pytest_benchmark-5.2.3.tar.gz", hash = "sha256:deb7317998a23c650fd4ff76e1230066a76cb45dcece0aca5607143c619e7779"},
+    {file = "pytest_benchmark-5.3.0-py3-none-any.whl", hash = "sha256:920ab1dfcffa718d49aa15ba144c7e357bda59216a0dc308016cc1c7236f719d"},
+    {file = "pytest_benchmark-5.3.0.tar.gz", hash = "sha256:358444d4e89be901ee2b6404fb043ac3d7684002ad7f3563cc153fca6339c965"},
 ]
 
 [package.dependencies]
-py-cpuinfo = "*"
+py-cpuinfo2 = ">=10.1"
 pytest = ">=8.1"
 
 [package.extras]
@@ -3715,14 +3824,14 @@ dev = ["pre-commit", "pytest-asyncio", "tox"]
 
 [[package]]
 name = "pytest-socket"
-version = "0.8.0"
+version = "0.8.1"
 description = "Pytest Plugin to disable socket calls during tests"
 optional = false
 python-versions = ">=3.10"
 groups = ["dev"]
 files = [
-    {file = "pytest_socket-0.8.0-py3-none-any.whl", hash = "sha256:81821ba59f07d7600fe2b551d8714f40b068bd46e8b6704c48664e9d60cdacb8"},
-    {file = "pytest_socket-0.8.0.tar.gz", hash = "sha256:af9bb5f487da72be63573a6194cfac033b6c7a1c1561e150521105970f9e99f2"},
+    {file = "pytest_socket-0.8.1-py3-none-any.whl", hash = "sha256:f9846bed1dcd96eed459e5e14795bbaf96715cf4e827891fe70773817ecb8ed4"},
+    {file = "pytest_socket-0.8.1.tar.gz", hash = "sha256:2f57787914ad2e1308d09ce141b95c3e55741fbb4fb7b7556593a6b063e0c9c7"},
 ]
 
 [package.dependencies]
@@ -4297,30 +4406,30 @@ files = [
 
 [[package]]
 name = "ruff"
-version = "0.15.19"
+version = "0.16.4"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 files = [
-    {file = "ruff-0.15.19-py3-none-linux_armv6l.whl", hash = "sha256:922d1eb283161564759bd49f507e91dc6112c15da8bd5b84ed714e086243cf86"},
-    {file = "ruff-0.15.19-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:4d190d8f62a0b94aba8f721116538a9ee29b1e74d26650846ba9b99f0ae21c40"},
-    {file = "ruff-0.15.19-py3-none-macosx_11_0_arm64.whl", hash = "sha256:5a2c86ba6870dd415a9d9eb8be94d7924ebec6a26ffc7958ec7ca29d4bff967d"},
-    {file = "ruff-0.15.19-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:82b432bc087264aea70fd25ac198918b70bd9e2aa0db4297b0bb91bbfbbc63ce"},
-    {file = "ruff-0.15.19-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:8530a09d03b3a8c994f8b559a7dcdabc690bcd3f78ef276c38c83166798ebf56"},
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-    {file = "ruff-0.15.19-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:08143f0685ae278b30727ea72e90c61e5bd9c31b91aac4f5bb989538f73d24b8"},
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-    {file = "ruff-0.15.19-py3-none-win_amd64.whl", hash = "sha256:efeca47ee3f9d4a7162655a3b8e6ee4a878646044233978d4d2c1ff8cdd914f0"},
-    {file = "ruff-0.15.19-py3-none-win_arm64.whl", hash = "sha256:6c6b607466e47349332eb1d9be52fb1467423fc07c217341af41cd0f3f0573be"},
-    {file = "ruff-0.15.19.tar.gz", hash = "sha256:edc27f7172a93b32b102687009d6a588508815072141543ae603a8b9b0823063"},
+    {file = "ruff-0.16.4-py3-none-linux_armv6l.whl", hash = "sha256:df4075f71ddac40b9934af60c3ec8a53047dd5a5fdc43224e6e4e8e9a27cb6f7"},
+    {file = "ruff-0.16.4-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:0c95538517af68004306b0fb3214ff2f2af67a65092aee77cd9eb86db6656604"},
+    {file = "ruff-0.16.4-py3-none-macosx_11_0_arm64.whl", hash = "sha256:963f83df8e69e575b64d67dd447ebbc917db41a14bf38d4593a4183e7aaa8255"},
+    {file = "ruff-0.16.4-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:32a5057c7ff3f6e6480a48fccfb3a412a690f48a3d03ac5cf08177d6c2da3ade"},
+    {file = "ruff-0.16.4-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b3dce8d9b0c57c265b91885a66a567d8ea1372e8eb4e250fa8e5e3f579e99cff"},
+    {file = "ruff-0.16.4-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7dc651db49283c69f8e72c834eec4fe5573e4c646856aebece0ce385dceb2a80"},
+    {file = "ruff-0.16.4-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:3817b87dbcabc92f13b05019257c5b89b5b4d51b5fb20f56fb5235ceb723cd07"},
+    {file = "ruff-0.16.4-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e9fce1499134b2c8c68e5166f95705a5812062bb93aacc5f9873bb1a27084bc7"},
+    {file = "ruff-0.16.4-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f2d812e482f5a7e02eee26cd73d2a37ebbdf47d795ea63ba1b89110ae93e9fb3"},
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+    {file = "ruff-0.16.4-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:bdfcf0b28662eb890372d50f92c283bb94e67e7635ed93c7fd533970acff7b2b"},
+    {file = "ruff-0.16.4-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:b66b02cb9b04f537643cadf5768e5f98dc461890d530cb67113d71c8c76e605d"},
+    {file = "ruff-0.16.4-py3-none-musllinux_1_2_i686.whl", hash = "sha256:8528bf9a4b291a60bf02ea453511e8ce6215bd2b982ee80405b66b008b6c30a0"},
+    {file = "ruff-0.16.4-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:fbd85d2875fdd67e833213a651f613bbf25303abf6aa822a5121f4531195678d"},
+    {file = "ruff-0.16.4-py3-none-win32.whl", hash = "sha256:312769988007aaeb8e189b443ccdd03c0e6374489e053467be6d96518ebff76e"},
+    {file = "ruff-0.16.4-py3-none-win_amd64.whl", hash = "sha256:05d9d27a18c4bcbefada602480ec9e01e0bc949d432e0ced5df77edac195919c"},
+    {file = "ruff-0.16.4-py3-none-win_arm64.whl", hash = "sha256:a3a61621c9b6f6a89573e938a080e648f1695baa3f58570a3a707bc51ff65a21"},
+    {file = "ruff-0.16.4.tar.gz", hash = "sha256:13171aa9d9af2240ee3504e639de73122c67e74036de5ba2e1d01422cd17e3dc"},
 ]
 
 [[package]]
@@ -5224,4 +5333,4 @@ valkey = ["valkey-glide"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<4.0.0"
-content-hash = "08e37143f0927393aa997ebc6fe2a3324415f29d9086f6ba4f8d3a0815db7e42"
+content-hash = "368940a68ae8b3bbb72ab67bbb91e4da4170e07a7faf28011343cfcb809ce84a"
diff --git a/pyproject.toml b/pyproject.toml
index 31ca7daccbe..0510319e5f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -116,7 +116,7 @@ types-python-dateutil = "^2.8.19.6"
 aws-cdk-aws-appsync-alpha = "^2.59.0a0"
 httpx = ">=0.23.3,<0.29.0"
 sentry-sdk = ">=1.22.2,<3.0.0"
-ruff = ">=0.5.1,<0.15.20"
+ruff = ">=0.5.1,<0.16.5"
 retry2 = "^0.9.5"
 pytest-socket = ">=0.6,<0.9"
 types-redis = "^4.6.0.7"
diff --git a/ruff.toml b/ruff.toml
index 6761e206cdc..304f77c680d 100644
--- a/ruff.toml
+++ b/ruff.toml
@@ -33,6 +33,7 @@ lint.select = [
 lint.ignore = [
     "W291",    # https://beta.ruff.rs/docs/rules/trailing-whitespace/
     "PLR0913", # https://beta.ruff.rs/docs/rules/too-many-arguments/
+    "PLR0917", # https://docs.astral.sh/ruff/rules/too-many-positional-arguments/
     "PLR2004", #https://beta.ruff.rs/docs/rules/magic-value-comparison/
     "PLW0603", #https://beta.ruff.rs/docs/rules/global-statement/
     "B904",    # raise-without-from-inside-except - disabled temporarily

From a8df37d3e08c2668c104ebd5bdda2c11336adddb Mon Sep 17 00:00:00 2001
From: Aditya Jain <93090622+Adityaj0@users.noreply.github.com>
Date: Fri, 28 Aug 2026 09:58:23 -0700
Subject: [PATCH 34/36] fix(idempotency): is_missing_idempotency_key iterates
 dict keys instead of values (#8391)

* fix(idempotency): is_missing_idempotency_key iterates dict keys instead of values

is_missing_idempotency_key iterated `data` directly for dict input, which
walks its keys, not its values. For a dict whose values are all None but
whose keys are ordinary non-None strings -- exactly what a JMESPath
multi-select expression like '{user: headers.user_id, order: body.order_id}'
produces when the referenced event fields are absent -- this returns False
("not missing") when it should return True.

With raise_on_no_idempotency_key=True, the safety check that's supposed to
raise IdempotencyKeyError in this situation silently doesn't fire. With the
default False, no warning is emitted and the persistence layer hashes the
all-None dict into a real idempotency key, so unrelated invocations that
both fail to populate those fields collapse onto the same idempotency key
and get incorrectly deduplicated against each other.

The existing test only covered a dict of {None: None} (None as the key),
which happens to still pass under the old key-iterating behavior and so
never caught this. Iterate data.values() for dict input instead, and add
a test covering the realistic non-None-keys/all-None-values case.

* test(idempotency): cover missing dictionary keys

---------

Co-authored-by: Leandro <lcdama@amazon.pt>
---
 .../utilities/idempotency/persistence/base.py   |  5 ++++-
 .../idempotency/_boto3/test_idempotency.py      | 17 +++++++++++++++++
 2 files changed, 21 insertions(+), 1 deletion(-)

diff --git a/aws_lambda_powertools/utilities/idempotency/persistence/base.py b/aws_lambda_powertools/utilities/idempotency/persistence/base.py
index 3d54a01f018..2271520139d 100644
--- a/aws_lambda_powertools/utilities/idempotency/persistence/base.py
+++ b/aws_lambda_powertools/utilities/idempotency/persistence/base.py
@@ -131,7 +131,10 @@ def _get_hashed_idempotency_key(self, data: dict[str, Any]) -> str | None:
 
     @staticmethod
     def is_missing_idempotency_key(data) -> bool:
-        if isinstance(data, (tuple, list, dict)):
+        if isinstance(data, dict):
+            # JMESPath multi-select dicts retain their keys when all selected values are missing.
+            return all(x is None for x in data.values())
+        elif isinstance(data, (tuple, list)):
             return all(x is None for x in data)
         elif isinstance(data, (int, float, bool)):
             return False
diff --git a/tests/functional/idempotency/_boto3/test_idempotency.py b/tests/functional/idempotency/_boto3/test_idempotency.py
index e5916dba0fa..a4a55dd947a 100644
--- a/tests/functional/idempotency/_boto3/test_idempotency.py
+++ b/tests/functional/idempotency/_boto3/test_idempotency.py
@@ -1046,6 +1046,10 @@ def test_is_missing_idempotency_key():
     assert BasePersistenceLayer.is_missing_idempotency_key((None, None))
     # GIVEN a dict of Nones THEN is_missing_idempotency_key is True
     assert BasePersistenceLayer.is_missing_idempotency_key({None: None})
+    # GIVEN a dict with all-None values THEN is_missing_idempotency_key is True
+    assert BasePersistenceLayer.is_missing_idempotency_key({"user": None, "order": None})
+    # GIVEN a dict with a non-None value THEN is_missing_idempotency_key is False
+    assert BasePersistenceLayer.is_missing_idempotency_key({"user": "abc"}) is False
 
     # GIVEN True THEN is_missing_idempotency_key is False
     assert BasePersistenceLayer.is_missing_idempotency_key(True) is False
@@ -1114,6 +1118,19 @@ def test_raise_on_no_idempotency_key(
     assert "No data found to create a hashed idempotency_key" in str(excinfo.value)
 
 
+def test_raise_on_no_idempotency_key_for_dict_jmespath(persistence_store: DynamoDBPersistenceLayer):
+    # GIVEN a dict multi-select expression whose values are missing
+    idempotency_config = IdempotencyConfig(
+        event_key_jmespath="{user: headers.user_id, order: body.order_id}",
+        raise_on_no_idempotency_key=True,
+    )
+    persistence_store.configure(idempotency_config)
+
+    # WHEN extracting the idempotency key THEN raise IdempotencyKeyError
+    with pytest.raises(IdempotencyKeyError, match="No data found to create a hashed idempotency_key"):
+        persistence_store._get_hashed_idempotency_key({"headers": {}, "body": {}})
+
+
 @pytest.mark.parametrize(
     "idempotency_config",
     [

From 78fdd32b5a0f5c5b7576998aa38a850a65a54f6f Mon Sep 17 00:00:00 2001
From: OctaviO <jasperthejelly@gmail.com>
Date: Sat, 29 Aug 2026 00:08:29 +0500
Subject: [PATCH 35/36] refactor(typing): use PEP 604 syntax for Optional
 annotations (UP045) (#8399)

* refactor(typing): use PEP 604 syntax for Optional annotations (UP045)

Convert Optional[X] to X | None across the codebase and remove the
temporary UP045 ignore from ruff.toml, so the fix and the removal of the
ignore land together.

283 of the 285 violations were handled by the ruff autofix. The two
remaining cases in utilities/batch/types.py are runtime assignments
rather than annotations, so they were converted by hand and verified to
compare equal to their previous definitions.

Union is left in place, since it belongs to UP007.

* fix(typing): use Any instead of the builtin any in e2e data fetcher annotations

Optional[any] was tolerated because typing never validated its argument, so
the lowercase any went unnoticed. Once converted to any | None the expression
is evaluated at import time, and neither module has the future annotations
import, so importing them raised TypeError.

Also updates the matching docstring line in logs.py.

These modules are never imported by the test suite, since make test runs with
--ignore tests/e2e, which is why this was not caught locally.

---------

Co-authored-by: Leandro Damascena <lcdama@amazon.pt>
---
 .../utilities/batch/exceptions.py             |  4 +-
 .../utilities/batch/types.py                  |  9 +-
 .../utilities/parser/models/apigw.py          | 72 ++++++++--------
 .../parser/models/apigw_websocket.py          |  6 +-
 .../utilities/parser/models/apigwv2.py        | 40 ++++-----
 .../utilities/parser/models/appsync.py        | 20 ++---
 .../utilities/parser/models/appsync_events.py | 12 +--
 .../utilities/parser/models/bedrock_agent.py  |  8 +-
 .../utilities/parser/models/cloudwatch.py     |  4 +-
 .../utilities/parser/models/cognito.py        | 84 +++++++++----------
 .../utilities/parser/models/dynamodb.py       | 12 +--
 .../utilities/parser/models/event_bridge.py   |  4 +-
 .../parser/models/iot_registry_events.py      | 12 +--
 .../utilities/parser/models/kafka.py          |  8 +-
 .../parser/models/kinesis_firehose.py         |  6 +-
 .../parser/models/kinesis_firehose_sqs.py     |  6 +-
 .../utilities/parser/models/s3.py             | 38 ++++-----
 .../parser/models/s3_batch_operation.py       | 10 +--
 .../parser/models/s3_object_event.py          |  8 +-
 .../utilities/parser/models/ses.py            | 10 +--
 .../utilities/parser/models/sns.py            | 12 +--
 .../utilities/parser/models/sqs.py            | 18 ++--
 .../parser/models/transfer_family.py          |  4 +-
 .../utilities/parser/models/vpc_latticev2.py  | 28 +++----
 .../src/advanced_accessing_lambda_context.py  |  4 +-
 ...vanced_accessing_lambda_context_manager.py |  4 +-
 .../batch_processing/src/pydantic_dynamodb.py |  6 +-
 examples/build_recipes/poetry/app_poetry.py   |  4 +-
 .../sam/no-layers/src/app_sam_no_layer.py     |  4 +-
 .../sam/with-layers/src/app/app_sam_layer.py  |  4 +-
 .../src/enable_exceptions_batch_resolver.py   |  4 +-
 .../src/accessing_request_details.py          |  6 +-
 .../src/customizing_response_validation.py    |  3 +-
 ...stomizing_response_validation_exception.py |  3 +-
 .../event_handler_rest/src/data_validation.py |  4 +-
 .../data_validation_fine_grained_response.py  |  3 +-
 .../src/data_validation_sanitized_error.py    |  4 +-
 .../src/skip_validating_query_strings.py      |  6 +-
 .../src/validating_headers.py                 |  4 +-
 .../src/validating_headers_with_pydantic.py   |  4 +-
 .../event_handler_rest/src/validating_path.py |  4 +-
 .../src/validating_payload_subset.py          |  4 +-
 .../src/validating_payloads.py                |  4 +-
 .../validating_query_string_with_pydantic.py  |  4 +-
 .../src/validating_query_strings.py           |  6 +-
 .../src/bring_your_own_persistent_store.py    |  6 +-
 .../bring_your_own_formatter_from_scratch.py  |  4 +-
 .../src/assert_transformation_module.py       |  4 +-
 examples/streaming/src/s3_json_transform.py   |  6 +-
 ruff.toml                                     |  1 -
 tests/e2e/utils/data_fetcher/common.py        | 14 ++--
 tests/e2e/utils/data_fetcher/logs.py          | 34 ++++----
 tests/e2e/utils/data_fetcher/traces.py        | 56 ++++++-------
 .../batch/_pydantic/sample_models.py          |  6 +-
 .../test_utilities_batch_pydantic.py          | 10 +--
 .../_pydantic/test_bedrock_agent.py           |  6 +-
 .../_pydantic/test_openapi_params.py          | 10 +--
 .../_pydantic/test_openapi_responses.py       |  4 +-
 .../test_openapi_schema_pydantic_v2.py        |  4 +-
 .../_pydantic/test_openapi_serialization.py   |  4 +-
 .../test_openapi_validation_middleware.py     | 34 ++++----
 .../idempotency/_boto3/test_idempotency.py    |  4 +-
 .../test_idempotency_with_pydantic.py         |  4 +-
 tests/functional/idempotency/utils.py         |  4 +-
 tests/unit/parser/_pydantic/schemas.py        |  6 +-
 65 files changed, 361 insertions(+), 384 deletions(-)

diff --git a/aws_lambda_powertools/utilities/batch/exceptions.py b/aws_lambda_powertools/utilities/batch/exceptions.py
index 87a2df22d6d..247388a9886 100644
--- a/aws_lambda_powertools/utilities/batch/exceptions.py
+++ b/aws_lambda_powertools/utilities/batch/exceptions.py
@@ -6,9 +6,9 @@
 
 import traceback
 from types import TracebackType
-from typing import Optional, Tuple, Type
+from typing import Tuple, Type
 
-ExceptionInfo = Tuple[Optional[Type[BaseException]], Optional[BaseException], Optional[TracebackType]]
+ExceptionInfo = Tuple[Type[BaseException] | None, BaseException | None, TracebackType | None]
 
 
 class BaseBatchProcessingError(Exception):
diff --git a/aws_lambda_powertools/utilities/batch/types.py b/aws_lambda_powertools/utilities/batch/types.py
index ec543bf51ea..32e11b5ae07 100644
--- a/aws_lambda_powertools/utilities/batch/types.py
+++ b/aws_lambda_powertools/utilities/batch/types.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 import sys
-from typing import Optional, Type, TypedDict, Union
+from typing import Type, TypedDict, Union
 
 has_pydantic = "pydantic" in sys.modules
 
@@ -14,15 +14,16 @@
     )
     from aws_lambda_powertools.utilities.parser.models.kafka import KafkaRecordModel
 
-    BatchTypeModels = Optional[
+    BatchTypeModels = (
         Union[
             Type[SqsRecordModel],
             Type[DynamoDBStreamRecordModel],
             Type[KinesisDataStreamRecordModel],
             Type[KafkaRecordModel],
         ]
-    ]
-    BatchSqsTypeModel = Optional[Type[SqsRecordModel]]
+        | None
+    )
+    BatchSqsTypeModel = Type[SqsRecordModel] | None
 else:  # pragma: no cover
     BatchTypeModels = "BatchTypeModels"  # type: ignore
     BatchSqsTypeModel = "BatchSqsTypeModel"  # type: ignore
diff --git a/aws_lambda_powertools/utilities/parser/models/apigw.py b/aws_lambda_powertools/utilities/parser/models/apigw.py
index ea01a5e8a6b..349ebbb512b 100644
--- a/aws_lambda_powertools/utilities/parser/models/apigw.py
+++ b/aws_lambda_powertools/utilities/parser/models/apigw.py
@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import Any, Dict, List, Literal, Optional, Type, Union
+from typing import Any, Dict, List, Literal, Type, Union
 
 from pydantic import BaseModel, field_validator, model_validator
 from pydantic.networks import IPvAnyNetwork
@@ -21,23 +21,23 @@ class ApiGatewayUserCert(BaseModel):
 
 
 class APIGatewayEventIdentity(BaseModel):
-    accessKey: Optional[str] = None
-    accountId: Optional[str] = None
-    apiKey: Optional[str] = None
-    apiKeyId: Optional[str] = None
-    caller: Optional[str] = None
-    cognitoAuthenticationProvider: Optional[str] = None
-    cognitoAuthenticationType: Optional[str] = None
-    cognitoIdentityId: Optional[str] = None
-    cognitoIdentityPoolId: Optional[str] = None
-    principalOrgId: Optional[str] = None
+    accessKey: str | None = None
+    accountId: str | None = None
+    apiKey: str | None = None
+    apiKeyId: str | None = None
+    caller: str | None = None
+    cognitoAuthenticationProvider: str | None = None
+    cognitoAuthenticationType: str | None = None
+    cognitoIdentityId: str | None = None
+    cognitoIdentityPoolId: str | None = None
+    principalOrgId: str | None = None
     # see #1562, temp workaround until API Gateway fixes it the Test button payload
     # removing it will not be considered a regression in the future
     sourceIp: Union[IPvAnyNetwork, str]
-    user: Optional[str] = None
-    userAgent: Optional[str] = None
-    userArn: Optional[str] = None
-    clientCert: Optional[ApiGatewayUserCert] = None
+    user: str | None = None
+    userAgent: str | None = None
+    userArn: str | None = None
+    clientCert: ApiGatewayUserCert | None = None
 
     @field_validator("sourceIp", mode="before")
     @classmethod
@@ -46,34 +46,34 @@ def _validate_source_ip(cls, value):
 
 
 class APIGatewayEventAuthorizer(BaseModel):
-    claims: Optional[Dict[str, Any]] = None
-    scopes: Optional[List[str]] = None
+    claims: Dict[str, Any] | None = None
+    scopes: List[str] | None = None
 
 
 class APIGatewayEventRequestContext(BaseModel):
     accountId: str
     apiId: str
-    authorizer: Optional[APIGatewayEventAuthorizer] = None
+    authorizer: APIGatewayEventAuthorizer | None = None
     stage: str
     protocol: str
     identity: APIGatewayEventIdentity
     requestId: str
     requestTime: str
     requestTimeEpoch: datetime
-    resourceId: Optional[str] = None
+    resourceId: str | None = None
     resourcePath: str
-    domainName: Optional[str] = None
-    domainPrefix: Optional[str] = None
-    extendedRequestId: Optional[str] = None
+    domainName: str | None = None
+    domainPrefix: str | None = None
+    extendedRequestId: str | None = None
     httpMethod: Literal["DELETE", "GET", "HEAD", "OPTIONS", "PATCH", "POST", "PUT"]
     path: str
-    connectedAt: Optional[datetime] = None
-    connectionId: Optional[str] = None
-    eventType: Optional[Literal["CONNECT", "MESSAGE", "DISCONNECT"]] = None
-    messageDirection: Optional[str] = None
-    messageId: Optional[str] = None
-    routeKey: Optional[str] = None
-    operationName: Optional[str] = None
+    connectedAt: datetime | None = None
+    connectionId: str | None = None
+    eventType: Literal["CONNECT", "MESSAGE", "DISCONNECT"] | None = None
+    messageDirection: str | None = None
+    messageId: str | None = None
+    routeKey: str | None = None
+    operationName: str | None = None
 
     @model_validator(mode="before")
     def check_message_id(cls, values):
@@ -84,19 +84,19 @@ def check_message_id(cls, values):
 
 
 class APIGatewayProxyEventModel(BaseModel):
-    version: Optional[str] = None
+    version: str | None = None
     resource: str
     path: str
     httpMethod: Literal["DELETE", "GET", "HEAD", "OPTIONS", "PATCH", "POST", "PUT"]
     headers: Dict[str, str]
     multiValueHeaders: Dict[str, List[str]]
-    queryStringParameters: Optional[Dict[str, str]] = None
-    multiValueQueryStringParameters: Optional[Dict[str, List[str]]] = None
+    queryStringParameters: Dict[str, str] | None = None
+    multiValueQueryStringParameters: Dict[str, List[str]] | None = None
     requestContext: APIGatewayEventRequestContext
-    pathParameters: Optional[Dict[str, str]] = None
-    stageVariables: Optional[Dict[str, str]] = None
-    isBase64Encoded: Optional[bool] = None
-    body: Optional[Union[str, Type[BaseModel]]] = None
+    pathParameters: Dict[str, str] | None = None
+    stageVariables: Dict[str, str] | None = None
+    isBase64Encoded: bool | None = None
+    body: Union[str, Type[BaseModel]] | None = None
 
 
 class ApiGatewayAuthorizerToken(BaseModel):
diff --git a/aws_lambda_powertools/utilities/parser/models/apigw_websocket.py b/aws_lambda_powertools/utilities/parser/models/apigw_websocket.py
index b9e7ecd68c7..3454d7d30a0 100644
--- a/aws_lambda_powertools/utilities/parser/models/apigw_websocket.py
+++ b/aws_lambda_powertools/utilities/parser/models/apigw_websocket.py
@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import Dict, List, Literal, Optional, Type, Union
+from typing import Dict, List, Literal, Type, Union
 
 from pydantic import BaseModel, Field
 from pydantic.networks import IPvAnyNetwork
@@ -7,7 +7,7 @@
 
 class APIGatewayWebSocketEventIdentity(BaseModel):
     source_ip: IPvAnyNetwork = Field(alias="sourceIp")
-    user_agent: Optional[str] = Field(None, alias="userAgent")
+    user_agent: str | None = Field(None, alias="userAgent")
 
 
 class APIGatewayWebSocketEventRequestContextBase(BaseModel):
@@ -61,4 +61,4 @@ class APIGatewayWebSocketDisconnectEventModel(BaseModel):
 class APIGatewayWebSocketMessageEventModel(BaseModel):
     request_context: APIGatewayWebSocketMessageEventRequestContext = Field(alias="requestContext")
     is_base64_encoded: bool = Field(alias="isBase64Encoded")
-    body: Optional[Union[str, Type[BaseModel]]] = Field(None, alias="body")
+    body: Union[str, Type[BaseModel]] | None = Field(None, alias="body")
diff --git a/aws_lambda_powertools/utilities/parser/models/apigwv2.py b/aws_lambda_powertools/utilities/parser/models/apigwv2.py
index 9bd66b7a585..b01cb1beb03 100644
--- a/aws_lambda_powertools/utilities/parser/models/apigwv2.py
+++ b/aws_lambda_powertools/utilities/parser/models/apigwv2.py
@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import Any, Dict, List, Literal, Optional, Type, Union
+from typing import Any, Dict, List, Literal, Type, Union
 
 from pydantic import BaseModel, Field, field_validator
 from pydantic.networks import IPvAnyNetwork
@@ -14,24 +14,24 @@ class RequestContextV2AuthorizerIamCognito(BaseModel):
 
 
 class RequestContextV2AuthorizerIam(BaseModel):
-    accessKey: Optional[str] = None
-    accountId: Optional[str] = None
-    callerId: Optional[str] = None
-    principalOrgId: Optional[str] = None
-    userArn: Optional[str] = None
-    userId: Optional[str] = None
-    cognitoIdentity: Optional[RequestContextV2AuthorizerIamCognito] = None
+    accessKey: str | None = None
+    accountId: str | None = None
+    callerId: str | None = None
+    principalOrgId: str | None = None
+    userArn: str | None = None
+    userId: str | None = None
+    cognitoIdentity: RequestContextV2AuthorizerIamCognito | None = None
 
 
 class RequestContextV2AuthorizerJwt(BaseModel):
     claims: Dict[str, Any]
-    scopes: Optional[List[str]] = None
+    scopes: List[str] | None = None
 
 
 class RequestContextV2Authorizer(BaseModel):
-    jwt: Optional[RequestContextV2AuthorizerJwt] = None
-    iam: Optional[RequestContextV2AuthorizerIam] = None
-    lambda_value: Optional[Dict[str, Any]] = Field(None, alias="lambda")
+    jwt: RequestContextV2AuthorizerJwt | None = None
+    iam: RequestContextV2AuthorizerIam | None = None
+    lambda_value: Dict[str, Any] | None = Field(None, alias="lambda")
 
 
 class RequestContextV2Http(BaseModel):
@@ -50,7 +50,7 @@ def _validate_source_ip(cls, value):
 class RequestContextV2(BaseModel):
     accountId: str
     apiId: str
-    authorizer: Optional[RequestContextV2Authorizer] = None
+    authorizer: RequestContextV2Authorizer | None = None
     domainName: str
     domainPrefix: str
     requestId: str
@@ -66,17 +66,17 @@ class APIGatewayProxyEventV2Model(BaseModel):
     routeKey: str
     rawPath: str
     rawQueryString: str
-    cookies: Optional[List[str]] = None
+    cookies: List[str] | None = None
     headers: Dict[str, str]
-    queryStringParameters: Optional[Dict[str, str]] = None
-    pathParameters: Optional[Dict[str, str]] = None
-    stageVariables: Optional[Dict[str, str]] = None
+    queryStringParameters: Dict[str, str] | None = None
+    pathParameters: Dict[str, str] | None = None
+    stageVariables: Dict[str, str] | None = None
     requestContext: RequestContextV2
-    body: Optional[Union[str, Type[BaseModel]]] = None
-    isBase64Encoded: Optional[bool] = None
+    body: Union[str, Type[BaseModel]] | None = None
+    isBase64Encoded: bool | None = None
 
 
 class ApiGatewayAuthorizerRequestV2(APIGatewayProxyEventV2Model):
     type: Literal["REQUEST"]
     routeArn: str
-    identitySource: Optional[List[str]] = None
+    identitySource: List[str] | None = None
diff --git a/aws_lambda_powertools/utilities/parser/models/appsync.py b/aws_lambda_powertools/utilities/parser/models/appsync.py
index 6d6deedcdcc..e9fe251d38f 100644
--- a/aws_lambda_powertools/utilities/parser/models/appsync.py
+++ b/aws_lambda_powertools/utilities/parser/models/appsync.py
@@ -1,16 +1,16 @@
-from typing import Any, Dict, List, Optional, Union
+from typing import Any, Dict, List, Union
 
 from pydantic import BaseModel, Field
 
 
 class AppSyncIamIdentity(BaseModel):
     accountId: str = Field(description="The AWS account ID of the caller.", examples=["123456789012"])
-    cognitoIdentityPoolId: Optional[str] = Field(
+    cognitoIdentityPoolId: str | None = Field(
         default=None,
         description="The Amazon Cognito identity pool ID associated with the caller.",
         examples=["us-east-1:12345678-1234-1234-1234-123456789012"],
     )
-    cognitoIdentityId: Optional[str] = Field(
+    cognitoIdentityId: str | None = Field(
         default=None,
         description="The Amazon Cognito identity ID of the caller.",
         examples=["us-east-1:12345678-1234-1234-1234-123456789012"],
@@ -29,12 +29,12 @@ class AppSyncIamIdentity(BaseModel):
         description="The Amazon Resource Name (ARN) of the IAM user.",
         examples=["arn:aws:iam::123456789012:user/appsync", "arn:aws:iam::123456789012:user/service-user"],
     )
-    cognitoIdentityAuthType: Optional[str] = Field(
+    cognitoIdentityAuthType: str | None = Field(
         default=None,
         description="Either authenticated or unauthenticated based on the identity type.",
         examples=["authenticated", "unauthenticated"],
     )
-    cognitoIdentityAuthProvider: Optional[str] = Field(
+    cognitoIdentityAuthProvider: str | None = Field(
         default=None,
         description=(
             "A comma-separated list of external identity provider information "
@@ -74,7 +74,7 @@ class AppSyncCognitoIdentity(BaseModel):
         description="The default authorization strategy for this caller (ALLOW or DENY).",
         examples=["ALLOW", "DENY"],
     )
-    groups: Optional[List[str]] = Field(
+    groups: List[str] | None = Field(
         default=None,
         description="The Cognito User Pool groups that the user belongs to.",
         examples=[["admin", "users"], ["developers"]],
@@ -115,7 +115,7 @@ class AppSyncLambdaIdentity(BaseModel):
 
 
 class AppSyncRequestModel(BaseModel):
-    domainName: Optional[str] = Field(
+    domainName: str | None = Field(
         default=None,
         description=(
             "The custom domain name used to access the GraphQL endpoint. "
@@ -190,11 +190,11 @@ class AppSyncResolverEventModel(BaseModel):
             {"page": 2, "size": 1, "name": "value"},
         ],
     )
-    identity: Optional[AppSyncIdentity] = Field(
+    identity: AppSyncIdentity | None = Field(
         default=None,
         description="Information about the caller identity (authenticated user or API key).",
     )
-    source: Optional[Dict[str, Any]] = Field(
+    source: Dict[str, Any] | None = Field(
         default=None,
         description="The parent object for the field. For top-level fields, this will be null.",
         examples=[
@@ -208,7 +208,7 @@ class AppSyncResolverEventModel(BaseModel):
     info: AppSyncInfoModel = Field(
         description="Information about the GraphQL request including selection set and field details.",
     )
-    prev: Optional[AppSyncPrevModel] = Field(
+    prev: AppSyncPrevModel | None = Field(
         default=None,
         description="Results from the previous resolver in a pipeline resolver.",
     )
diff --git a/aws_lambda_powertools/utilities/parser/models/appsync_events.py b/aws_lambda_powertools/utilities/parser/models/appsync_events.py
index ceeb3ae621a..a1168d5dd3f 100644
--- a/aws_lambda_powertools/utilities/parser/models/appsync_events.py
+++ b/aws_lambda_powertools/utilities/parser/models/appsync_events.py
@@ -1,4 +1,4 @@
-from typing import Any, Dict, List, Literal, Optional
+from typing import Any, Dict, List, Literal
 
 from pydantic import BaseModel, Field
 
@@ -51,7 +51,7 @@ class AppSyncEventsEventModel(BaseModel):
 
 
 class AppSyncEventsModel(BaseModel):
-    identity: Optional[AppSyncIdentity] = Field(
+    identity: AppSyncIdentity | None = Field(
         default=None,
         description="Information about the caller identity (authenticated user or API key).",
     )
@@ -59,17 +59,17 @@ class AppSyncEventsModel(BaseModel):
     info: AppSyncEventsInfoModel = Field(
         description="Information about the AppSync Events operation including channel details.",
     )
-    prev: Optional[str] = Field(
+    prev: str | None = Field(
         default=None,
         description="Results from the previous operation in a pipeline resolver.",
         examples=["previous-result-data"],
     )
-    outErrors: Optional[List[str]] = Field(
+    outErrors: List[str] | None = Field(
         default=None,
         description="List of output errors that occurred during event processing.",
         examples=[["Error message 1", "Error message 2"]],
     )
-    stash: Optional[Dict[str, Any]] = Field(
+    stash: Dict[str, Any] | None = Field(
         default=None,
         description=(
             "The stash is a map that is made available inside each resolver and function mapping template. "
@@ -77,7 +77,7 @@ class AppSyncEventsModel(BaseModel):
         ),
         examples=[{"customData": "value", "userId": "123"}],
     )
-    events: Optional[List[AppSyncEventsEventModel]] = Field(
+    events: List[AppSyncEventsEventModel] | None = Field(
         default=None,
         description="List of events being published or subscribed to in the AppSync Events operation.",
         examples=[
diff --git a/aws_lambda_powertools/utilities/parser/models/bedrock_agent.py b/aws_lambda_powertools/utilities/parser/models/bedrock_agent.py
index 1aa5ae07a34..c06cfd457b6 100644
--- a/aws_lambda_powertools/utilities/parser/models/bedrock_agent.py
+++ b/aws_lambda_powertools/utilities/parser/models/bedrock_agent.py
@@ -1,4 +1,4 @@
-from typing import Dict, List, Optional
+from typing import Dict, List
 
 from pydantic import BaseModel, Field
 
@@ -34,8 +34,8 @@ class BedrockAgentEventModel(BaseModel):
     session_attributes: Dict[str, str] = Field({}, alias="sessionAttributes")
     prompt_session_attributes: Dict[str, str] = Field({}, alias="promptSessionAttributes")
     agent: BedrockAgentModel
-    parameters: Optional[List[BedrockAgentPropertyModel]] = None
-    request_body: Optional[BedrockAgentRequestBodyModel] = Field(None, alias="requestBody")
+    parameters: List[BedrockAgentPropertyModel] | None = None
+    request_body: BedrockAgentRequestBodyModel | None = Field(None, alias="requestBody")
 
 
 class BedrockAgentFunctionEventModel(BaseModel):
@@ -51,6 +51,6 @@ class BedrockAgentFunctionEventModel(BaseModel):
     session_id: str = Field(..., alias="sessionId")
     action_group: str = Field(..., alias="actionGroup")
     function: str
-    parameters: Optional[List[BedrockAgentPropertyModel]] = None
+    parameters: List[BedrockAgentPropertyModel] | None = None
     session_attributes: Dict[str, str] = Field({}, alias="sessionAttributes")
     prompt_session_attributes: Dict[str, str] = Field({}, alias="promptSessionAttributes")
diff --git a/aws_lambda_powertools/utilities/parser/models/cloudwatch.py b/aws_lambda_powertools/utilities/parser/models/cloudwatch.py
index 6c3d25e1727..0fdc7562962 100644
--- a/aws_lambda_powertools/utilities/parser/models/cloudwatch.py
+++ b/aws_lambda_powertools/utilities/parser/models/cloudwatch.py
@@ -3,7 +3,7 @@
 import logging
 import zlib
 from datetime import datetime
-from typing import List, Optional, Type, Union
+from typing import List, Type, Union
 
 from pydantic import BaseModel, Field, field_validator
 
@@ -47,7 +47,7 @@ class CloudWatchLogsDecode(BaseModel):
         description="Array of log events included in the message.",
         examples=[[{"id": "eventId1", "timestamp": 1673779200000, "message": "Sample log line"}]],
     )
-    policyLevel: Optional[str] = Field(
+    policyLevel: str | None = Field(
         default=None,
         description="Optional field specifying the policy level applied to the subscription filter, if present.",
         examples=["ACCOUNT", "LOG_GROUP"],
diff --git a/aws_lambda_powertools/utilities/parser/models/cognito.py b/aws_lambda_powertools/utilities/parser/models/cognito.py
index 05726e37db4..75a21254324 100644
--- a/aws_lambda_powertools/utilities/parser/models/cognito.py
+++ b/aws_lambda_powertools/utilities/parser/models/cognito.py
@@ -1,4 +1,4 @@
-from typing import Any, Dict, List, Literal, Optional
+from typing import Any, Dict, List, Literal
 
 from pydantic import BaseModel
 
@@ -14,22 +14,22 @@ class CognitoTriggerBaseSchema(BaseModel):
     version: str
     region: str
     userPoolId: str
-    userName: Optional[str] = None
+    userName: str | None = None
     callerContext: CognitoCallerContextModel
 
 
 # Models for Pre-Signup flow
 class CognitoPreSignupRequestModel(BaseModel):
     userAttributes: Dict[str, Any]
-    validationData: Optional[Dict[str, Any]] = None
-    clientMetadata: Optional[Dict[str, Any]] = None
-    userNotFound: Optional[bool] = None
+    validationData: Dict[str, Any] | None = None
+    clientMetadata: Dict[str, Any] | None = None
+    userNotFound: bool | None = None
 
 
 class CognitoPreSignupResponseModel(BaseModel):
-    autoConfirmUser: Optional[bool] = False
-    autoVerifyPhone: Optional[bool] = False
-    autoVerifyEmail: Optional[bool] = False
+    autoConfirmUser: bool | None = False
+    autoVerifyPhone: bool | None = False
+    autoVerifyEmail: bool | None = False
 
 
 class CognitoPreSignupTriggerModel(CognitoTriggerBaseSchema):
@@ -41,7 +41,7 @@ class CognitoPreSignupTriggerModel(CognitoTriggerBaseSchema):
 # Models for Post-Confirmation flow
 class CognitoPostConfirmationRequestModel(BaseModel):
     userAttributes: Dict[str, Any]
-    clientMetadata: Optional[Dict[str, Any]] = None
+    clientMetadata: Dict[str, Any] | None = None
 
 
 class CognitoPostConfirmationTriggerModel(CognitoTriggerBaseSchema):
@@ -53,8 +53,8 @@ class CognitoPostConfirmationTriggerModel(CognitoTriggerBaseSchema):
 # Models for Pre-Authentication flow
 class CognitoPreAuthenticationRequestModel(BaseModel):
     userAttributes: Dict[str, Any]
-    validationData: Optional[Dict[str, Any]] = None
-    userNotFound: Optional[bool] = None
+    validationData: Dict[str, Any] | None = None
+    userNotFound: bool | None = None
 
 
 class CognitoPreAuthenticationTriggerModel(CognitoTriggerBaseSchema):
@@ -66,8 +66,8 @@ class CognitoPreAuthenticationTriggerModel(CognitoTriggerBaseSchema):
 # Models for Post-Authentication flow
 class CognitoPostAuthenticationRequestModel(BaseModel):
     userAttributes: Dict[str, Any]
-    newDeviceUsed: Optional[bool] = None
-    clientMetadata: Optional[Dict[str, Any]] = None
+    newDeviceUsed: bool | None = None
+    clientMetadata: Dict[str, Any] | None = None
 
 
 class CognitoPostAuthenticationTriggerModel(CognitoTriggerBaseSchema):
@@ -80,13 +80,13 @@ class CognitoPostAuthenticationTriggerModel(CognitoTriggerBaseSchema):
 class CognitoGroupConfigurationModel(BaseModel):
     groupsToOverride: List[str]
     iamRolesToOverride: List[str]
-    preferredRole: Optional[str] = None
+    preferredRole: str | None = None
 
 
 class CognitoPreTokenGenerationRequestModel(BaseModel):
     userAttributes: Dict[str, Any]
     groupConfiguration: CognitoGroupConfigurationModel
-    clientMetadata: Optional[Dict[str, Any]] = None
+    clientMetadata: Dict[str, Any] | None = None
 
 
 class CognitoPreTokenGenerationTriggerModelV1(CognitoTriggerBaseSchema):
@@ -96,7 +96,7 @@ class CognitoPreTokenGenerationTriggerModelV1(CognitoTriggerBaseSchema):
 
 
 class CognitoPreTokenGenerationRequestModelV2AndV3(CognitoPreTokenGenerationRequestModel):
-    scopes: Optional[Dict[str, Any]] = None
+    scopes: Dict[str, Any] | None = None
 
 
 class CognitoPreTokenGenerationTriggerModelV2AndV3(CognitoTriggerBaseSchema):
@@ -107,17 +107,17 @@ class CognitoPreTokenGenerationTriggerModelV2AndV3(CognitoTriggerBaseSchema):
 # Models for User Migration flow
 class CognitoMigrateUserRequestModel(BaseModel):
     password: str
-    validationData: Optional[Dict[str, Any]] = None
-    clientMetadata: Optional[Dict[str, Any]] = None
+    validationData: Dict[str, Any] | None = None
+    clientMetadata: Dict[str, Any] | None = None
 
 
 class CognitoMigrateUserResponseModel(BaseModel):
-    userAttributes: Optional[Dict[str, Any]] = None
-    finalUserStatus: Optional[str] = None
-    messageAction: Optional[str] = None
-    desiredDeliveryMediums: Optional[List[str]] = None
-    forceAliasCreation: Optional[bool] = None
-    enableSMSMFA: Optional[bool] = None
+    userAttributes: Dict[str, Any] | None = None
+    finalUserStatus: str | None = None
+    messageAction: str | None = None
+    desiredDeliveryMediums: List[str] | None = None
+    forceAliasCreation: bool | None = None
+    enableSMSMFA: bool | None = None
 
 
 class CognitoMigrateUserTriggerModel(CognitoTriggerBaseSchema):
@@ -131,15 +131,15 @@ class CognitoMigrateUserTriggerModel(CognitoTriggerBaseSchema):
 class CognitoCustomMessageRequestModel(BaseModel):
     userAttributes: Dict[str, Any]
     codeParameter: str
-    linkParameter: Optional[str] = None
-    usernameParameter: Optional[str] = None
-    clientMetadata: Optional[Dict[str, Any]] = None
+    linkParameter: str | None = None
+    usernameParameter: str | None = None
+    clientMetadata: Dict[str, Any] | None = None
 
 
 class CognitoCustomMessageResponseModel(BaseModel):
-    smsMessage: Optional[str] = None
-    emailMessage: Optional[str] = None
-    emailSubject: Optional[str] = None
+    smsMessage: str | None = None
+    emailMessage: str | None = None
+    emailSubject: str | None = None
 
 
 class CognitoCustomMessageTriggerModel(CognitoTriggerBaseSchema):
@@ -152,7 +152,7 @@ class CognitoCustomMessageTriggerModel(CognitoTriggerBaseSchema):
 class CognitoCustomEmailSMSSenderRequestModel(BaseModel):
     type: str
     code: str
-    clientMetadata: Optional[Dict[str, Any]] = None
+    clientMetadata: Dict[str, Any] | None = None
     userAttributes: Dict[str, Any]
 
 
@@ -179,20 +179,20 @@ class CognitoChallengeResultModel(BaseModel):
         "ADMIN_NO_SRP_AUTH",
     ]
     challengeResult: bool
-    challengeMetadata: Optional[str] = None
+    challengeMetadata: str | None = None
 
 
 class CognitoAuthChallengeRequestModel(BaseModel):
     userAttributes: Dict[str, Any]
     session: List[CognitoChallengeResultModel]
-    clientMetadata: Optional[Dict[str, Any]] = None
-    userNotFound: Optional[bool] = None
+    clientMetadata: Dict[str, Any] | None = None
+    userNotFound: bool | None = None
 
 
 class CognitoDefineAuthChallengeResponseModel(BaseModel):
-    challengeName: Optional[str] = None
-    issueTokens: Optional[bool] = None
-    failAuthentication: Optional[bool] = None
+    challengeName: str | None = None
+    issueTokens: bool | None = None
+    failAuthentication: bool | None = None
 
 
 class CognitoDefineAuthChallengeTriggerModel(CognitoTriggerBaseSchema):
@@ -202,9 +202,9 @@ class CognitoDefineAuthChallengeTriggerModel(CognitoTriggerBaseSchema):
 
 
 class CognitoCreateAuthChallengeResponseModel(BaseModel):
-    publicChallengeParameters: Optional[Dict[str, Any]] = None
-    privateChallengeParameters: Optional[Dict[str, Any]] = None
-    challengeMetadata: Optional[str] = None
+    publicChallengeParameters: Dict[str, Any] | None = None
+    privateChallengeParameters: Dict[str, Any] | None = None
+    challengeMetadata: str | None = None
 
 
 class CognitoCreateAuthChallengeTriggerModel(CognitoTriggerBaseSchema):
@@ -217,8 +217,8 @@ class CognitoVerifyAuthChallengeRequestModel(BaseModel):
     userAttributes: Dict[str, Any]
     privateChallengeParameters: Dict[str, Any]
     challengeAnswer: str
-    clientMetadata: Optional[Dict[str, Any]] = None
-    userNotFound: Optional[bool] = None
+    clientMetadata: Dict[str, Any] | None = None
+    userNotFound: bool | None = None
 
 
 class CognitoVerifyAuthChallengeResponseModel(BaseModel):
diff --git a/aws_lambda_powertools/utilities/parser/models/dynamodb.py b/aws_lambda_powertools/utilities/parser/models/dynamodb.py
index 595e19068e3..714cb06e90a 100644
--- a/aws_lambda_powertools/utilities/parser/models/dynamodb.py
+++ b/aws_lambda_powertools/utilities/parser/models/dynamodb.py
@@ -1,6 +1,6 @@
 # ruff: noqa: FA100
 from datetime import datetime
-from typing import Any, Dict, List, Literal, Optional, Type, Union
+from typing import Any, Dict, List, Literal, Type, Union
 
 from pydantic import BaseModel, ConfigDict, Field, field_validator
 from pydantic.alias_generators import to_camel
@@ -11,18 +11,18 @@
 
 
 class DynamoDBStreamChangedRecordModel(BaseModel):
-    ApproximateCreationDateTime: Optional[datetime] = Field(  # AWS sends this as Unix epoch float
+    ApproximateCreationDateTime: datetime | None = Field(  # AWS sends this as Unix epoch float
         default=None,
         description="The approximate date and time when the stream record was created (Unix epoch time).",
         examples=[1693997155.0],
     )
     Keys: Dict[str, Any] = Field(description="Primary key attributes for the item.", examples=[{"Id": {"N": "101"}}])
-    NewImage: Optional[Union[Dict[str, Any], Type[BaseModel], BaseModel]] = Field(
+    NewImage: Union[Dict[str, Any], Type[BaseModel], BaseModel] | None = Field(
         default=None,
         description="The item after modifications, in DynamoDB attribute-value format.",
         examples=[{"Message": {"S": "New item!"}, "Id": {"N": "101"}}],
     )
-    OldImage: Optional[Union[Dict[str, Any], Type[BaseModel], BaseModel]] = Field(
+    OldImage: Union[Dict[str, Any], Type[BaseModel], BaseModel] | None = Field(
         default=None,
         description="The item before modifications, in DynamoDB attribute-value format.",
         examples=[{"Message": {"S": "Old item!"}, "Id": {"N": "100"}}],
@@ -80,7 +80,7 @@ class DynamoDBStreamRecordModel(BaseModel):
             },
         ],
     )
-    userIdentity: Optional[UserIdentity] = Field(
+    userIdentity: UserIdentity | None = Field(
         default=None,
         description="Information about the identity that made the request.",
         examples=[{"type": "Service", "principalId": "dynamodb.amazonaws.com"}],
@@ -175,7 +175,7 @@ class ResponseContext(BaseModel):
         description="The version of the Lambda executed",
         examples=["$LATEST"],
     )
-    function_error: Optional[str] = Field(
+    function_error: str | None = Field(
         default=None,
         description="",
         examples=["Unhandled"],
diff --git a/aws_lambda_powertools/utilities/parser/models/event_bridge.py b/aws_lambda_powertools/utilities/parser/models/event_bridge.py
index 67eef21dbf2..11c2e28bc41 100644
--- a/aws_lambda_powertools/utilities/parser/models/event_bridge.py
+++ b/aws_lambda_powertools/utilities/parser/models/event_bridge.py
@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import List, Optional
+from typing import List
 
 from pydantic import BaseModel, ConfigDict, Field, field_validator
 
@@ -50,7 +50,7 @@ class EventBridgeModel(BaseModel):
     detail: RawDictOrModel = Field(
         description="A JSON object, whose content is at the discretion of the service originating the event.",
     )
-    replay_name: Optional[str] = Field(
+    replay_name: str | None = Field(
         None,
         alias="replay-name",
         description="Identifies whether the event is being replayed and what is the name of the replay.",
diff --git a/aws_lambda_powertools/utilities/parser/models/iot_registry_events.py b/aws_lambda_powertools/utilities/parser/models/iot_registry_events.py
index 7af5992a20d..950aa01fe53 100644
--- a/aws_lambda_powertools/utilities/parser/models/iot_registry_events.py
+++ b/aws_lambda_powertools/utilities/parser/models/iot_registry_events.py
@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import Any, Dict, List, Literal, Optional
+from typing import Any, Dict, List, Literal
 
 from pydantic import BaseModel, Field
 
@@ -25,7 +25,7 @@ class IoTCoreThingEvent(IoTCoreRegistryEventsBase):
     account_id: str = Field(..., alias="accountId")
     thing_name: str = Field(..., alias="thingName")
     version_number: int = Field(..., alias="versionNumber")
-    thing_type_name: Optional[str] = Field(None, alias="thingTypeName")
+    thing_type_name: str | None = Field(None, alias="thingTypeName")
     attributes: Dict[str, Any]
 
 
@@ -46,7 +46,7 @@ class IoTCoreThingTypeEvent(IoTCoreRegistryEventsBase):
     thing_type_id: str = Field(..., alias="thingTypeId")
     thing_type_name: str = Field(..., alias="thingTypeName")
     is_deprecated: bool = Field(..., alias="isDeprecated")
-    deprecation_date: Optional[datetime] = Field(None, alias="deprecationDate")
+    deprecation_date: datetime | None = Field(None, alias="deprecationDate")
     searchable_attributes: List[str] = Field(..., alias="searchableAttributes")
     propagating_attributes: List[Dict[str, str]] = Field(..., alias="propagatingAttributes")
     description: str
@@ -84,12 +84,12 @@ class IoTCoreThingGroupEvent(IoTCoreRegistryEventsBase):
     thing_group_id: str = Field(..., alias="thingGroupId")
     thing_group_name: str = Field(..., alias="thingGroupName")
     version_number: int = Field(..., alias="versionNumber")
-    parent_group_name: Optional[str] = Field(None, alias="parentGroupName")
-    parent_group_id: Optional[str] = Field(None, alias="parentGroupId")
+    parent_group_name: str | None = Field(None, alias="parentGroupName")
+    parent_group_id: str | None = Field(None, alias="parentGroupId")
     description: str
     root_to_parent_thing_groups: List[Dict[str, str]] = Field(..., alias="rootToParentThingGroups")
     attributes: Dict[str, Any]
-    dynamic_group_mapping_id: Optional[str] = Field(None, alias="dynamicGroupMappingId")
+    dynamic_group_mapping_id: str | None = Field(None, alias="dynamicGroupMappingId")
 
 
 class IoTCoreAddOrRemoveFromThingGroupEvent(IoTCoreRegistryEventsBase):
diff --git a/aws_lambda_powertools/utilities/parser/models/kafka.py b/aws_lambda_powertools/utilities/parser/models/kafka.py
index df232469b95..9ce0063d09b 100644
--- a/aws_lambda_powertools/utilities/parser/models/kafka.py
+++ b/aws_lambda_powertools/utilities/parser/models/kafka.py
@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import Dict, List, Literal, Optional, Type, Union
+from typing import Dict, List, Literal, Type, Union
 
 from pydantic import BaseModel, Field, field_validator
 
@@ -40,7 +40,7 @@ class KafkaRecordModel(BaseModel):
         description="The type of timestamp (CREATE_TIME or LOG_APPEND_TIME).",
         examples=["CREATE_TIME", "LOG_APPEND_TIME"],
     )
-    key: Optional[bytes] = Field(
+    key: bytes | None = Field(
         default=None,
         description="The message key, base64-encoded. Can be null for messages without keys.",
         examples=["cmVjb3JkS2V5", "dXNlci0xMjM=", "b3JkZXItNDU2", None],
@@ -61,12 +61,12 @@ class KafkaRecordModel(BaseModel):
             [],
         ],
     )
-    keySchemaMetadata: Optional[KafkaRecordSchemaMetadata] = Field(
+    keySchemaMetadata: KafkaRecordSchemaMetadata | None = Field(
         default=None,
         description="Schema metadata for the message key when using schema registry.",
         examples=[{"dataFormat": "AVRO", "schemaId": "1234"}, None],
     )
-    valueSchemaMetadata: Optional[KafkaRecordSchemaMetadata] = Field(
+    valueSchemaMetadata: KafkaRecordSchemaMetadata | None = Field(
         default=None,
         description="Schema metadata for the message value when using schema registry.",
         examples=[{"dataFormat": "AVRO", "schemaId": "1234"}, None],
diff --git a/aws_lambda_powertools/utilities/parser/models/kinesis_firehose.py b/aws_lambda_powertools/utilities/parser/models/kinesis_firehose.py
index 697a3fbdd89..77e7b47baa6 100644
--- a/aws_lambda_powertools/utilities/parser/models/kinesis_firehose.py
+++ b/aws_lambda_powertools/utilities/parser/models/kinesis_firehose.py
@@ -1,4 +1,4 @@
-from typing import List, Optional, Type, Union
+from typing import List, Type, Union
 
 from pydantic import BaseModel, Field, PositiveInt, field_validator
 
@@ -45,7 +45,7 @@ class KinesisFirehoseRecord(BaseModel):
         (Unix timestamp in milliseconds).",
         examples=[1428537600000, 1609459200500],
     )
-    kinesisRecordMetadata: Optional[KinesisFirehoseRecordMetadata] = Field(
+    kinesisRecordMetadata: KinesisFirehoseRecordMetadata | None = Field(
         None,
         description="Metadata about the original Kinesis stream record \
         (only present when the delivery stream source is a Kinesis stream).",
@@ -69,7 +69,7 @@ class KinesisFirehoseModel(BaseModel):
         description="The AWS region where the delivery stream is located.",
         examples=["us-east-1", "us-west-2", "eu-west-1"],
     )
-    sourceKinesisStreamArn: Optional[str] = Field(
+    sourceKinesisStreamArn: str | None = Field(
         None,
         description="The ARN of the source Kinesis stream \
         (only present when the delivery stream source is a Kinesis stream).",
diff --git a/aws_lambda_powertools/utilities/parser/models/kinesis_firehose_sqs.py b/aws_lambda_powertools/utilities/parser/models/kinesis_firehose_sqs.py
index b9032a4c934..ecad8b26fc7 100644
--- a/aws_lambda_powertools/utilities/parser/models/kinesis_firehose_sqs.py
+++ b/aws_lambda_powertools/utilities/parser/models/kinesis_firehose_sqs.py
@@ -1,5 +1,5 @@
 import json
-from typing import List, Optional
+from typing import List
 
 from pydantic import BaseModel, Field, PositiveInt, field_validator
 
@@ -20,7 +20,7 @@ class KinesisFirehoseSqsRecord(BaseModel):
         (Unix timestamp in milliseconds).",
         examples=[1428537600000, 1609459200500],
     )
-    kinesisRecordMetadata: Optional[KinesisFirehoseRecordMetadata] = Field(
+    kinesisRecordMetadata: KinesisFirehoseRecordMetadata | None = Field(
         None,
         description="Metadata about the original Kinesis stream record \
         (only present when the delivery stream source is a Kinesis stream).",
@@ -45,7 +45,7 @@ class KinesisFirehoseSqsModel(BaseModel):
         description="The AWS region where the delivery stream is located.",
         examples=["us-east-1", "us-west-2", "eu-west-1"],
     )
-    sourceKinesisStreamArn: Optional[str] = Field(
+    sourceKinesisStreamArn: str | None = Field(
         None,
         description="The ARN of the source Kinesis stream \
         (only present when the delivery stream source is a Kinesis stream).",
diff --git a/aws_lambda_powertools/utilities/parser/models/s3.py b/aws_lambda_powertools/utilities/parser/models/s3.py
index d53a0fe5655..a2aeb945e9e 100644
--- a/aws_lambda_powertools/utilities/parser/models/s3.py
+++ b/aws_lambda_powertools/utilities/parser/models/s3.py
@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import List, Literal, Optional, Union
+from typing import List, Literal, Union
 
 from pydantic import BaseModel, model_validator
 from pydantic.fields import Field
@@ -130,12 +130,12 @@ class S3Object(BaseModel):
             "logs/2023/01/15/app.log",
         ],
     )
-    size: Optional[NonNegativeFloat] = Field(
+    size: NonNegativeFloat | None = Field(
         default=None,
         description="The size of the object in bytes.",
         examples=[1024, 2048576, 0],
     )
-    eTag: Optional[str] = Field(
+    eTag: str | None = Field(
         default=None,
         description="The entity tag (ETag) of the object.",
         examples=[
@@ -143,7 +143,7 @@ class S3Object(BaseModel):
             "098f6bcd4621d373cade4e832627b4f6",
         ],
     )
-    sequencer: Optional[str] = Field(
+    sequencer: str | None = Field(
         default=None,
         description="A string representation of a hexadecimal value used to determine event sequence.",
         examples=[
@@ -151,7 +151,7 @@ class S3Object(BaseModel):
             "005B21C13A6F24045E",
         ],
     )
-    versionId: Optional[str] = Field(
+    versionId: str | None = Field(
         default=None,
         description="The version ID of the object (if versioning is enabled).",
         examples=[
@@ -188,7 +188,7 @@ class S3Message(BaseModel):
             },
         ],
     )
-    object: Optional[S3Object] = Field(
+    object: S3Object | None = Field(
         default=None,
         description="The S3 object object. Used by most S3 event types.",
         examples=[
@@ -200,7 +200,7 @@ class S3Message(BaseModel):
             },
         ],
     )  # noqa: A003
-    get_object: Optional[S3Object] = Field(
+    get_object: S3Object | None = Field(
         default=None,
         alias="get_object",
         description="The S3 object object. Used by IntelligentTiering events instead of 'object'.",
@@ -225,7 +225,7 @@ class S3EventNotificationObjectModel(BaseModel):
             "logs/2023/01/15/app.log",
         ],
     )
-    size: Optional[NonNegativeFloat] = Field(
+    size: NonNegativeFloat | None = Field(
         default=None,
         description="The size of the object in bytes.",
         examples=[1024, 2048576, 0],
@@ -238,7 +238,7 @@ class S3EventNotificationObjectModel(BaseModel):
             "098f6bcd4621d373cade4e832627b4f6",
         ],
     )
-    version_id: Optional[str] = Field(
+    version_id: str | None = Field(
         default=None,
         alias="version-id",
         description="The version ID of the object (if versioning is enabled).",
@@ -247,7 +247,7 @@ class S3EventNotificationObjectModel(BaseModel):
             "null",
         ],
     )
-    sequencer: Optional[str] = Field(
+    sequencer: str | None = Field(
         default=None,
         description="A string representation of a hexadecimal value used to determine event sequence.",
         examples=[
@@ -307,7 +307,7 @@ class S3EventNotificationEventBridgeDetailModel(BaseModel):
             "123456789012",
         ],
     )
-    source_ip_address: Optional[str] = Field(
+    source_ip_address: str | None = Field(
         None,
         alias="source-ip-address",
         description="Source IP address of S3 request. Only present for events triggered by an S3 request.",
@@ -315,7 +315,7 @@ class S3EventNotificationEventBridgeDetailModel(BaseModel):
             "255.255.255.255",
         ],
     )
-    reason: Optional[str] = Field(
+    reason: str | None = Field(
         default=None,
         description="For 'Object Created' events, the S3 API used to create the object: PutObject, POST Object, "
         "CopyObject, or CompleteMultipartUpload. For 'Object Deleted' events, this is set to 'DeleteObject' "
@@ -327,7 +327,7 @@ class S3EventNotificationEventBridgeDetailModel(BaseModel):
             "DeleteObject",
         ],
     )
-    deletion_type: Optional[str] = Field(
+    deletion_type: str | None = Field(
         default=None,
         alias="deletion-type",
         description="For 'Object Deleted' events, when an unversioned object is deleted, or a versioned object is "
@@ -336,28 +336,28 @@ class S3EventNotificationEventBridgeDetailModel(BaseModel):
         "see https://docs.aws.amazon.com/AmazonS3/latest/userguide/DeletingObjectVersions.html",
         examples=["Delete Marker Created", "Permanently Deleted"],
     )
-    restore_expiry_time: Optional[str] = Field(
+    restore_expiry_time: str | None = Field(
         default=None,
         alias="restore-expiry-time",
         description="For 'Object Restore Completed' events, the time when the temporary copy of the object will be "
         "deleted from S3. For more information, see https://docs.aws.amazon.com/AmazonS3/latest/userguide/archived-objects.html.",
         examples=["2021-11-13T00:00:00Z"],
     )
-    source_storage_class: Optional[str] = Field(
+    source_storage_class: str | None = Field(
         default=None,
         alias="source-storage-class",
         description="For 'Object Restore Initiated' and 'Object Restore Completed' events, the storage class of the "
         "object being restored. For more information, see https://docs.aws.amazon.com/AmazonS3/latest/userguide/archived-objects.html.",
         examples=["GLACIER", "STANDARD", "STANDARD_IA"],
     )
-    destination_storage_class: Optional[str] = Field(
+    destination_storage_class: str | None = Field(
         default=None,
         alias="destination-storage-class",
         description="For 'Object Storage Class Changed' events, the new storage class of the object. For more "
         "information, see https://docs.aws.amazon.com/AmazonS3/latest/userguide/lifecycle-transition-general-considerations.html.",
         examples=["INTELLIGENT_TIERING", "STANDARD", "STANDARD_IA"],
     )
-    destination_access_tier: Optional[str] = Field(
+    destination_access_tier: str | None = Field(
         default=None,
         alias="destination-access-tier",
         description="For 'Object Access Tier Changed' events, the new access tier of the object. For more information, "
@@ -462,7 +462,7 @@ class S3RecordModel(BaseModel):
             },
         ],
     )
-    glacierEventData: Optional[S3EventRecordGlacierEventData] = Field(
+    glacierEventData: S3EventRecordGlacierEventData | None = Field(
         default=None,
         description="The Glacier event data object.",
         examples=[
@@ -474,7 +474,7 @@ class S3RecordModel(BaseModel):
             },
         ],
     )
-    intelligentTieringEventData: Optional[S3EventRecordIntelligentTieringEventData] = Field(
+    intelligentTieringEventData: S3EventRecordIntelligentTieringEventData | None = Field(
         default=None,
         description="The Intelligent-Tiering event data object.",
         examples=[
diff --git a/aws_lambda_powertools/utilities/parser/models/s3_batch_operation.py b/aws_lambda_powertools/utilities/parser/models/s3_batch_operation.py
index 934ace9ac07..b9581243f51 100644
--- a/aws_lambda_powertools/utilities/parser/models/s3_batch_operation.py
+++ b/aws_lambda_powertools/utilities/parser/models/s3_batch_operation.py
@@ -1,4 +1,4 @@
-from typing import Any, Dict, List, Literal, Optional
+from typing import Any, Dict, List, Literal
 
 from pydantic import BaseModel, model_validator
 
@@ -6,9 +6,9 @@
 class S3BatchOperationTaskModel(BaseModel):
     taskId: str
     s3Key: str
-    s3VersionId: Optional[str] = None
-    s3BucketArn: Optional[str] = None
-    s3Bucket: Optional[str] = None
+    s3VersionId: str | None = None
+    s3BucketArn: str | None = None
+    s3Bucket: str | None = None
 
     @model_validator(mode="before")
     def validate_s3bucket(cls, values: Dict[str, Any]) -> Dict[str, Any]:
@@ -20,7 +20,7 @@ def validate_s3bucket(cls, values: Dict[str, Any]) -> Dict[str, Any]:
 
 class S3BatchOperationJobModel(BaseModel):
     id: str
-    userArguments: Optional[Dict[str, Any]] = None
+    userArguments: Dict[str, Any] | None = None
 
 
 class S3BatchOperationModel(BaseModel):
diff --git a/aws_lambda_powertools/utilities/parser/models/s3_object_event.py b/aws_lambda_powertools/utilities/parser/models/s3_object_event.py
index 867cd996fa0..1bd2c2628af 100644
--- a/aws_lambda_powertools/utilities/parser/models/s3_object_event.py
+++ b/aws_lambda_powertools/utilities/parser/models/s3_object_event.py
@@ -1,4 +1,4 @@
-from typing import Dict, Optional, Type, Union
+from typing import Dict, Type, Union
 
 from pydantic import BaseModel, HttpUrl
 
@@ -22,7 +22,7 @@ class S3ObjectUserRequest(BaseModel):
 
 class S3ObjectSessionIssuer(BaseModel):
     type: str  # noqa: A003, VNE003
-    userName: Optional[str] = None
+    userName: str | None = None
     principalId: str
     arn: str
     accountId: str
@@ -42,10 +42,10 @@ class S3ObjectUserIdentity(BaseModel):
     type: str  # noqa: A003
     accountId: str
     accessKeyId: str
-    userName: Optional[str] = None
+    userName: str | None = None
     principalId: str
     arn: str
-    sessionContext: Optional[S3ObjectSessionContext] = None
+    sessionContext: S3ObjectSessionContext | None = None
 
 
 class S3ObjectLambdaEvent(BaseModel):
diff --git a/aws_lambda_powertools/utilities/parser/models/ses.py b/aws_lambda_powertools/utilities/parser/models/ses.py
index 9a7a9914e6e..833cc557df0 100644
--- a/aws_lambda_powertools/utilities/parser/models/ses.py
+++ b/aws_lambda_powertools/utilities/parser/models/ses.py
@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import List, Literal, Optional
+from typing import List, Literal
 
 from pydantic import BaseModel, Field
 from pydantic.types import PositiveInt
@@ -34,10 +34,10 @@ class SesMailHeaders(BaseModel):
 class SesMailCommonHeaders(BaseModel):
     header_from: List[str] = Field(..., alias="from")
     to: List[str]
-    cc: Optional[List[str]] = None
-    bcc: Optional[List[str]] = None
-    sender: Optional[List[str]] = None
-    reply_to: Optional[List[str]] = Field(None, alias="reply-to")
+    cc: List[str] | None = None
+    bcc: List[str] | None = None
+    sender: List[str] | None = None
+    reply_to: List[str] | None = Field(None, alias="reply-to")
     returnPath: str
     messageId: str
     date: str
diff --git a/aws_lambda_powertools/utilities/parser/models/sns.py b/aws_lambda_powertools/utilities/parser/models/sns.py
index 62b8efc2e17..c2a740dbcbd 100644
--- a/aws_lambda_powertools/utilities/parser/models/sns.py
+++ b/aws_lambda_powertools/utilities/parser/models/sns.py
@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import Dict, List, Literal, Optional, Union
+from typing import Dict, List, Literal, Union
 from typing import Type as TypingType
 
 from pydantic import BaseModel, Field, model_validator
@@ -18,7 +18,7 @@ class SnsMsgAttributeModel(BaseModel):
 
 
 class SnsNotificationModel(BaseModel):
-    Subject: Optional[str] = Field(
+    Subject: str | None = Field(
         default=None,
         description="The subject parameter provided when the notification was published to the topic.",
         examples=["TestInvoke", "Alert: System maintenance", "Order Confirmation", None],
@@ -48,7 +48,7 @@ class SnsNotificationModel(BaseModel):
         description="The type of message. For Lambda triggers, this is always 'Notification'.",
         examples=["Notification"],
     )
-    MessageAttributes: Optional[Dict[str, SnsMsgAttributeModel]] = Field(
+    MessageAttributes: Dict[str, SnsMsgAttributeModel] | None = Field(
         default=None,
         description="User-defined message attributes as key-value pairs with type information.",
         examples=[
@@ -73,7 +73,7 @@ class SnsNotificationModel(BaseModel):
             "f3c8d4e2-1a2b-4c5d-9e8f-7g6h5i4j3k2l",
         ],
     )
-    SigningCertUrl: Optional[HttpUrl] = Field(
+    SigningCertUrl: HttpUrl | None = Field(
         default=None,
         description=(
             "The URL to the certificate that was used to sign the message. "
@@ -85,7 +85,7 @@ class SnsNotificationModel(BaseModel):
             None,
         ],
     )  # NOTE: FIFO opt-in removes attribute
-    Signature: Optional[str] = Field(
+    Signature: str | None = Field(
         default=None,
         description=(
             "Base64-encoded SHA1withRSA signature of the message. "
@@ -105,7 +105,7 @@ class SnsNotificationModel(BaseModel):
             "2023-12-25T18:45:30.123Z",
         ],
     )
-    SignatureVersion: Optional[str] = Field(
+    SignatureVersion: str | None = Field(
         default=None,
         description=(
             "Version of the Amazon SNS signature used. Not present for FIFO topics with content-based deduplication."
diff --git a/aws_lambda_powertools/utilities/parser/models/sqs.py b/aws_lambda_powertools/utilities/parser/models/sqs.py
index 06452cd2a8f..020fe2288dc 100644
--- a/aws_lambda_powertools/utilities/parser/models/sqs.py
+++ b/aws_lambda_powertools/utilities/parser/models/sqs.py
@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import Dict, List, Literal, Optional, Sequence, Type, Union
+from typing import Dict, List, Literal, Sequence, Type, Union
 
 from pydantic import BaseModel, Field
 
@@ -13,12 +13,12 @@ class SqsAttributesModel(BaseModel):
         description="The time the message was first received from the queue (epoch time in milliseconds).",
         examples=["1545082649185", "1545082650649", "1713185156612"],
     )
-    MessageDeduplicationId: Optional[str] = Field(
+    MessageDeduplicationId: str | None = Field(
         default=None,
         description="Returns the value provided by the producer that calls the SendMessage action.",
         examples=["msg-dedup-12345", "unique-msg-abc123", None],
     )
-    MessageGroupId: Optional[str] = Field(
+    MessageGroupId: str | None = Field(
         default=None,
         description="Returns the value provided by the producer that calls the SendMessage action.",
         examples=["order-processing", "user-123-updates", None],
@@ -31,17 +31,17 @@ class SqsAttributesModel(BaseModel):
         description="The time the message was sent to the queue (epoch time in milliseconds).",
         examples=["1545082649183", "1545082650636", "1713185156609"],
     )
-    SequenceNumber: Optional[str] = Field(
+    SequenceNumber: str | None = Field(
         default=None,
         description="Returns the value provided by Amazon SQS.",
         examples=["18849496460467696128", "18849496460467696129", None],
     )
-    AWSTraceHeader: Optional[str] = Field(
+    AWSTraceHeader: str | None = Field(
         default=None,
         description="The AWS X-Ray trace header for request tracing.",
         examples=["Root=1-5e1b4151-5ac6c58239c1e5b4", None],
     )
-    DeadLetterQueueSourceArn: Optional[str] = Field(
+    DeadLetterQueueSourceArn: str | None = Field(
         default=None,
         description="The ARN of the dead-letter queue from which the message was moved.",
         examples=["arn:aws:sqs:eu-central-1:123456789012:sqs-redrive-SampleQueue-RNvLCpwGmLi7", None],
@@ -49,12 +49,12 @@ class SqsAttributesModel(BaseModel):
 
 
 class SqsMsgAttributeModel(BaseModel):
-    stringValue: Optional[str] = Field(
+    stringValue: str | None = Field(
         default=None,
         description="The string value of the message attribute.",
         examples=["100", "active", "user-12345", None],
     )
-    binaryValue: Optional[str] = Field(
+    binaryValue: str | None = Field(
         default=None,
         description="The binary value of the message attribute, base64-encoded.",
         examples=["base64Str", "SGVsbG8gV29ybGQ=", None],
@@ -140,7 +140,7 @@ class SqsRecordModel(BaseModel):
             "6a204bd89f3c8348afd5c77c717a097a",
         ],
     )
-    md5OfMessageAttributes: Optional[str] = Field(
+    md5OfMessageAttributes: str | None = Field(
         default=None,
         description="An MD5 digest of the non-URL-encoded message attribute string.",
         examples=[
diff --git a/aws_lambda_powertools/utilities/parser/models/transfer_family.py b/aws_lambda_powertools/utilities/parser/models/transfer_family.py
index be23c29449f..8219cef179b 100644
--- a/aws_lambda_powertools/utilities/parser/models/transfer_family.py
+++ b/aws_lambda_powertools/utilities/parser/models/transfer_family.py
@@ -1,4 +1,4 @@
-from typing import Literal, Optional
+from typing import Literal
 
 from pydantic import BaseModel, Field
 from pydantic.networks import IPvAnyAddress
@@ -9,7 +9,7 @@ class TransferFamilyAuthorizer(BaseModel):
         description="The username of the user attempting to authenticate.",
         examples=["bobusa", "john.doe", "sftp-user-123", "data-transfer-user"],
     )
-    password: Optional[str] = Field(
+    password: str | None = Field(
         default=None,
         description="The password for authentication.",
         examples=["<password>", "<user-password>", None],
diff --git a/aws_lambda_powertools/utilities/parser/models/vpc_latticev2.py b/aws_lambda_powertools/utilities/parser/models/vpc_latticev2.py
index cdb75642bd5..9ce8b79dd85 100644
--- a/aws_lambda_powertools/utilities/parser/models/vpc_latticev2.py
+++ b/aws_lambda_powertools/utilities/parser/models/vpc_latticev2.py
@@ -1,65 +1,65 @@
 from datetime import datetime
-from typing import Dict, Optional, Type, Union
+from typing import Dict, Type, Union
 
 from pydantic import BaseModel, Field, field_validator
 
 
 class VpcLatticeV2RequestContextIdentity(BaseModel):
-    source_vpc_arn: Optional[str] = Field(
+    source_vpc_arn: str | None = Field(
         None,
         alias="sourceVpcArn",
         description="The ARN of the VPC from which the request originated.",
         examples=["arn:aws:ec2:us-east-2:123456789012:vpc/vpc-0b8276c84697e7339"],
     )
-    get_type: Optional[str] = Field(
+    get_type: str | None = Field(
         None,
         alias="type",
         description="The type of identity making the request.",
         examples=["AWS_IAM", "NONE"],
     )
-    principal: Optional[str] = Field(
+    principal: str | None = Field(
         None,
         alias="principal",
         description="The principal ARN of the identity making the request.",
         examples=["arn:aws:sts::123456789012:assumed-role/example-role/057d00f8b51257ba3c853a0f248943cf"],
     )
-    principal_org_id: Optional[str] = Field(
+    principal_org_id: str | None = Field(
         None,
         alias="principalOrgID",
         description="The AWS organization ID of the principal.",
         examples=["o-1234567890"],
     )
-    session_name: Optional[str] = Field(
+    session_name: str | None = Field(
         None,
         alias="sessionName",
         description="The session name for assumed role sessions.",
         examples=["057d00f8b51257ba3c853a0f248943cf"],
     )
-    x509_subject_cn: Optional[str] = Field(
+    x509_subject_cn: str | None = Field(
         None,
         alias="X509SubjectCn",
         description="The X.509 certificate subject common name.",
         examples=["example.com"],
     )
-    x509_issuer_ou: Optional[str] = Field(
+    x509_issuer_ou: str | None = Field(
         None,
         alias="X509IssuerOu",
         description="The X.509 certificate issuer organizational unit.",
         examples=["IT Department"],
     )
-    x509_san_dns: Optional[str] = Field(
+    x509_san_dns: str | None = Field(
         None,
         alias="x509SanDns",
         description="The X.509 certificate Subject Alternative Name DNS entry.",
         examples=["example.com"],
     )
-    x509_san_uri: Optional[str] = Field(
+    x509_san_uri: str | None = Field(
         None,
         alias="X509SanUri",
         description="The X.509 certificate Subject Alternative Name URI entry.",
         examples=["https://example.com"],
     )
-    x509_san_name_cn: Optional[str] = Field(
+    x509_san_name_cn: str | None = Field(
         None,
         alias="X509SanNameCn",
         description="The X.509 certificate Subject Alternative Name common name.",
@@ -120,17 +120,17 @@ class VpcLatticeV2Model(BaseModel):
             {"content-type": "application/json"},
         ],
     )
-    query_string_parameters: Optional[Dict[str, str]] = Field(
+    query_string_parameters: Dict[str, str] | None = Field(
         None,
         alias="queryStringParameters",
         description="The query string parameters as key-value pairs.",
         examples=[{"order-id": "1"}, {"page": "2", "limit": "10"}],
     )
-    body: Optional[Union[str, Type[BaseModel]]] = Field(
+    body: Union[str, Type[BaseModel]] | None = Field(
         None,
         description="The request body. Can be a string or a parsed model if content-type allows parsing.",
     )
-    is_base64_encoded: Optional[bool] = Field(
+    is_base64_encoded: bool | None = Field(
         None,
         alias="isBase64Encoded",
         description="Indicates whether the body is base64-encoded.",
diff --git a/examples/batch_processing/src/advanced_accessing_lambda_context.py b/examples/batch_processing/src/advanced_accessing_lambda_context.py
index b0e7eeb98af..d8820138fa1 100644
--- a/examples/batch_processing/src/advanced_accessing_lambda_context.py
+++ b/examples/batch_processing/src/advanced_accessing_lambda_context.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 from aws_lambda_powertools import Logger, Tracer
 from aws_lambda_powertools.utilities.batch import (
     BatchProcessor,
@@ -15,7 +13,7 @@
 
 
 @tracer.capture_method
-def record_handler(record: SQSRecord, lambda_context: Optional[LambdaContext] = None):
+def record_handler(record: SQSRecord, lambda_context: LambdaContext | None = None):
     if lambda_context is not None:
         remaining_time = lambda_context.get_remaining_time_in_millis()
         logger.info(remaining_time)
diff --git a/examples/batch_processing/src/advanced_accessing_lambda_context_manager.py b/examples/batch_processing/src/advanced_accessing_lambda_context_manager.py
index 17b719a84d4..11e92a13f93 100644
--- a/examples/batch_processing/src/advanced_accessing_lambda_context_manager.py
+++ b/examples/batch_processing/src/advanced_accessing_lambda_context_manager.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 from aws_lambda_powertools import Logger, Tracer
 from aws_lambda_powertools.utilities.batch import BatchProcessor, EventType
 from aws_lambda_powertools.utilities.data_classes.sqs_event import SQSRecord
@@ -11,7 +9,7 @@
 
 
 @tracer.capture_method
-def record_handler(record: SQSRecord, lambda_context: Optional[LambdaContext] = None):
+def record_handler(record: SQSRecord, lambda_context: LambdaContext | None = None):
     if lambda_context is not None:
         remaining_time = lambda_context.get_remaining_time_in_millis()
         logger.info(remaining_time)
diff --git a/examples/batch_processing/src/pydantic_dynamodb.py b/examples/batch_processing/src/pydantic_dynamodb.py
index b46f5c78201..7e411a39caa 100644
--- a/examples/batch_processing/src/pydantic_dynamodb.py
+++ b/examples/batch_processing/src/pydantic_dynamodb.py
@@ -1,5 +1,5 @@
 import json
-from typing import Dict, Optional
+from typing import Dict
 
 from typing_extensions import Literal
 
@@ -32,8 +32,8 @@ def transform_message_to_dict(cls, value: Dict[Literal["S"], str]):
 
 
 class OrderDynamoDBChangeRecord(DynamoDBStreamChangedRecordModel):  # type: ignore[override]
-    NewImage: Optional[OrderDynamoDB]
-    OldImage: Optional[OrderDynamoDB]
+    NewImage: OrderDynamoDB | None
+    OldImage: OrderDynamoDB | None
 
 
 class OrderDynamoDBRecord(DynamoDBStreamRecordModel):  # type: ignore[override]
diff --git a/examples/build_recipes/poetry/app_poetry.py b/examples/build_recipes/poetry/app_poetry.py
index d570cca39cf..47927eb25b9 100644
--- a/examples/build_recipes/poetry/app_poetry.py
+++ b/examples/build_recipes/poetry/app_poetry.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 from pydantic import BaseModel
 
 from aws_lambda_powertools import Logger, Metrics, Tracer
@@ -16,7 +14,7 @@
 class UserModel(BaseModel):
     name: str
     email: str
-    age: Optional[int] = None
+    age: int | None = None
 
 
 @app.post("/users")
diff --git a/examples/build_recipes/sam/no-layers/src/app_sam_no_layer.py b/examples/build_recipes/sam/no-layers/src/app_sam_no_layer.py
index dcda4cede13..04c2d227c73 100644
--- a/examples/build_recipes/sam/no-layers/src/app_sam_no_layer.py
+++ b/examples/build_recipes/sam/no-layers/src/app_sam_no_layer.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 from pydantic import BaseModel
 
 from aws_lambda_powertools import Logger, Metrics, Tracer
@@ -16,7 +14,7 @@
 class UserModel(BaseModel):
     name: str
     email: str
-    age: Optional[int] = None
+    age: int | None = None
 
 
 @app.get("/health")
diff --git a/examples/build_recipes/sam/with-layers/src/app/app_sam_layer.py b/examples/build_recipes/sam/with-layers/src/app/app_sam_layer.py
index 9d4b39e63a1..56425bce2aa 100644
--- a/examples/build_recipes/sam/with-layers/src/app/app_sam_layer.py
+++ b/examples/build_recipes/sam/with-layers/src/app/app_sam_layer.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 import requests
 from pydantic import BaseModel
 
@@ -17,7 +15,7 @@
 class UserModel(BaseModel):
     name: str
     email: str
-    age: Optional[int] = None
+    age: int | None = None
 
 
 @app.get("/health")
diff --git a/examples/event_handler_graphql/src/enable_exceptions_batch_resolver.py b/examples/event_handler_graphql/src/enable_exceptions_batch_resolver.py
index 1d94e4693c8..b32399167fa 100644
--- a/examples/event_handler_graphql/src/enable_exceptions_batch_resolver.py
+++ b/examples/event_handler_graphql/src/enable_exceptions_batch_resolver.py
@@ -1,4 +1,4 @@
-from typing import Dict, Optional
+from typing import Dict
 
 from aws_lambda_powertools.event_handler import AppSyncResolver
 from aws_lambda_powertools.utilities.data_classes import AppSyncResolverEvent
@@ -18,7 +18,7 @@ class PostRelatedNotFound(Exception): ...
 
 
 @app.batch_resolver(type_name="Query", field_name="relatedPosts", raise_on_error=True)  # (1)!
-def related_posts(event: AppSyncResolverEvent, post_id: str) -> Optional[Dict]:
+def related_posts(event: AppSyncResolverEvent, post_id: str) -> Dict | None:
     post_found = posts_related.get(post_id, None)
 
     if not post_found:
diff --git a/examples/event_handler_rest/src/accessing_request_details.py b/examples/event_handler_rest/src/accessing_request_details.py
index e9a5d924017..cd6e8b6a56e 100644
--- a/examples/event_handler_rest/src/accessing_request_details.py
+++ b/examples/event_handler_rest/src/accessing_request_details.py
@@ -1,4 +1,4 @@
-from typing import List, Optional
+from typing import List
 
 import requests
 from requests import Response
@@ -18,13 +18,13 @@
 def get_todos():
     todo_id: str = app.current_event.query_string_parameters["id"]
     # alternatively
-    _: Optional[str] = app.current_event.query_string_parameters.get("id")
+    _: str | None = app.current_event.query_string_parameters.get("id")
 
     # or multi-value query string parameters; ?category="red"&?category="blue"
     _: List[str] = app.current_event.multi_value_query_string_parameters["category"]
 
     # Payload
-    _: Optional[str] = app.current_event.body  # raw str | None
+    _: str | None = app.current_event.body  # raw str | None
 
     endpoint = "https://jsonplaceholder.typicode.com/todos"
     if todo_id:
diff --git a/examples/event_handler_rest/src/customizing_response_validation.py b/examples/event_handler_rest/src/customizing_response_validation.py
index 25aa07bf52a..2043c0c9c57 100644
--- a/examples/event_handler_rest/src/customizing_response_validation.py
+++ b/examples/event_handler_rest/src/customizing_response_validation.py
@@ -1,5 +1,4 @@
 from http import HTTPStatus
-from typing import Optional
 
 import requests
 from pydantic import BaseModel, Field
@@ -19,7 +18,7 @@
 
 class Todo(BaseModel):
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
diff --git a/examples/event_handler_rest/src/customizing_response_validation_exception.py b/examples/event_handler_rest/src/customizing_response_validation_exception.py
index c94ace290d2..871c222151c 100644
--- a/examples/event_handler_rest/src/customizing_response_validation_exception.py
+++ b/examples/event_handler_rest/src/customizing_response_validation_exception.py
@@ -1,5 +1,4 @@
 from http import HTTPStatus
-from typing import Optional
 
 import requests
 from pydantic import BaseModel, Field
@@ -21,7 +20,7 @@
 
 class Todo(BaseModel):
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
diff --git a/examples/event_handler_rest/src/data_validation.py b/examples/event_handler_rest/src/data_validation.py
index 1daa9fb2174..bbb43df74ea 100644
--- a/examples/event_handler_rest/src/data_validation.py
+++ b/examples/event_handler_rest/src/data_validation.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 import requests
 from pydantic import BaseModel, Field
 
@@ -15,7 +13,7 @@
 
 class Todo(BaseModel):  # (2)!
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
diff --git a/examples/event_handler_rest/src/data_validation_fine_grained_response.py b/examples/event_handler_rest/src/data_validation_fine_grained_response.py
index 1209c6a1af1..36ee0a41299 100644
--- a/examples/event_handler_rest/src/data_validation_fine_grained_response.py
+++ b/examples/event_handler_rest/src/data_validation_fine_grained_response.py
@@ -1,5 +1,4 @@
 from http import HTTPStatus
-from typing import Optional
 
 import requests
 from pydantic import BaseModel, Field
@@ -16,7 +15,7 @@
 
 class Todo(BaseModel):
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
diff --git a/examples/event_handler_rest/src/data_validation_sanitized_error.py b/examples/event_handler_rest/src/data_validation_sanitized_error.py
index 71849938f48..72d8c82b737 100644
--- a/examples/event_handler_rest/src/data_validation_sanitized_error.py
+++ b/examples/event_handler_rest/src/data_validation_sanitized_error.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 import requests
 from pydantic import BaseModel, Field
 
@@ -16,7 +14,7 @@
 
 class Todo(BaseModel):
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
diff --git a/examples/event_handler_rest/src/skip_validating_query_strings.py b/examples/event_handler_rest/src/skip_validating_query_strings.py
index 882769239a1..0cf6628035e 100644
--- a/examples/event_handler_rest/src/skip_validating_query_strings.py
+++ b/examples/event_handler_rest/src/skip_validating_query_strings.py
@@ -1,4 +1,4 @@
-from typing import List, Optional
+from typing import List
 
 import requests
 from pydantic import BaseModel, Field
@@ -15,14 +15,14 @@
 
 class Todo(BaseModel):
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
 
 @app.get("/todos")
 @tracer.capture_method
-def get_todos(completed: Optional[str] = None) -> List[Todo]:  # (1)!
+def get_todos(completed: str | None = None) -> List[Todo]:  # (1)!
     url = "https://jsonplaceholder.typicode.com/todos"
 
     if completed is not None:
diff --git a/examples/event_handler_rest/src/validating_headers.py b/examples/event_handler_rest/src/validating_headers.py
index f92f0ead463..9c649c11bac 100644
--- a/examples/event_handler_rest/src/validating_headers.py
+++ b/examples/event_handler_rest/src/validating_headers.py
@@ -1,4 +1,4 @@
-from typing import List, Optional
+from typing import List
 
 import requests
 from pydantic import BaseModel, Field
@@ -17,7 +17,7 @@
 
 class Todo(BaseModel):
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
diff --git a/examples/event_handler_rest/src/validating_headers_with_pydantic.py b/examples/event_handler_rest/src/validating_headers_with_pydantic.py
index 03f6c56e9fd..821ad566185 100644
--- a/examples/event_handler_rest/src/validating_headers_with_pydantic.py
+++ b/examples/event_handler_rest/src/validating_headers_with_pydantic.py
@@ -1,4 +1,4 @@
-from typing import Any, Dict, Optional
+from typing import Any, Dict
 
 from pydantic import BaseModel, Field
 from typing_extensions import Annotated
@@ -16,7 +16,7 @@
 
 class Todo(BaseModel):
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
diff --git a/examples/event_handler_rest/src/validating_path.py b/examples/event_handler_rest/src/validating_path.py
index c5ddbba4f37..f1001a6e18f 100644
--- a/examples/event_handler_rest/src/validating_path.py
+++ b/examples/event_handler_rest/src/validating_path.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 import requests
 from pydantic import BaseModel, Field
 from typing_extensions import Annotated
@@ -17,7 +15,7 @@
 
 class Todo(BaseModel):
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
diff --git a/examples/event_handler_rest/src/validating_payload_subset.py b/examples/event_handler_rest/src/validating_payload_subset.py
index ebd0cf0c20f..051505369f9 100644
--- a/examples/event_handler_rest/src/validating_payload_subset.py
+++ b/examples/event_handler_rest/src/validating_payload_subset.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 import requests
 from pydantic import BaseModel, Field
 from typing_extensions import Annotated
@@ -13,7 +11,7 @@
 
 class Todo(BaseModel):
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
diff --git a/examples/event_handler_rest/src/validating_payloads.py b/examples/event_handler_rest/src/validating_payloads.py
index 945cefd8089..a7ed6c88749 100644
--- a/examples/event_handler_rest/src/validating_payloads.py
+++ b/examples/event_handler_rest/src/validating_payloads.py
@@ -1,4 +1,4 @@
-from typing import List, Optional
+from typing import List
 
 import requests
 from pydantic import BaseModel, Field
@@ -15,7 +15,7 @@
 
 class Todo(BaseModel):  # (2)!
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
diff --git a/examples/event_handler_rest/src/validating_query_string_with_pydantic.py b/examples/event_handler_rest/src/validating_query_string_with_pydantic.py
index 75f6212e1a6..2ea42995c37 100644
--- a/examples/event_handler_rest/src/validating_query_string_with_pydantic.py
+++ b/examples/event_handler_rest/src/validating_query_string_with_pydantic.py
@@ -1,4 +1,4 @@
-from typing import Any, Dict, Optional
+from typing import Any, Dict
 
 from pydantic import BaseModel, Field
 from typing_extensions import Annotated
@@ -16,7 +16,7 @@
 
 class Todo(BaseModel):
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
diff --git a/examples/event_handler_rest/src/validating_query_strings.py b/examples/event_handler_rest/src/validating_query_strings.py
index 047e9973b63..75ff7450a1c 100644
--- a/examples/event_handler_rest/src/validating_query_strings.py
+++ b/examples/event_handler_rest/src/validating_query_strings.py
@@ -1,4 +1,4 @@
-from typing import List, Optional
+from typing import List
 
 import requests
 from pydantic import BaseModel, Field
@@ -17,14 +17,14 @@
 
 class Todo(BaseModel):
     userId: int
-    id_: Optional[int] = Field(alias="id", default=None)
+    id_: int | None = Field(alias="id", default=None)
     title: str
     completed: bool
 
 
 @app.get("/todos")
 @tracer.capture_method
-def get_todos(completed: Annotated[Optional[str], Query(min_length=4)] = None) -> List[Todo]:  # (3)!
+def get_todos(completed: Annotated[str | None, Query(min_length=4)] = None) -> List[Todo]:  # (3)!
     url = "https://jsonplaceholder.typicode.com/todos"
 
     if completed is not None:
diff --git a/examples/idempotency/src/bring_your_own_persistent_store.py b/examples/idempotency/src/bring_your_own_persistent_store.py
index 83ab27b8c4e..50e3595e94f 100644
--- a/examples/idempotency/src/bring_your_own_persistent_store.py
+++ b/examples/idempotency/src/bring_your_own_persistent_store.py
@@ -1,6 +1,6 @@
 import datetime
 import logging
-from typing import Any, Dict, Optional
+from typing import Any, Dict
 
 import boto3
 from botocore.config import Config
@@ -24,8 +24,8 @@ def __init__(
         status_attr: str = "status",
         data_attr: str = "data",
         validation_key_attr: str = "validation",
-        boto_config: Optional[Config] = None,
-        boto3_session: Optional[boto3.session.Session] = None,
+        boto_config: Config | None = None,
+        boto3_session: boto3.session.Session | None = None,
     ):
         boto3_session = boto3_session or boto3.session.Session()
         self._ddb_resource = boto3_session.resource("dynamodb", config=boto_config)
diff --git a/examples/logger/src/bring_your_own_formatter_from_scratch.py b/examples/logger/src/bring_your_own_formatter_from_scratch.py
index 425f00b0d28..7bcffa1d0af 100644
--- a/examples/logger/src/bring_your_own_formatter_from_scratch.py
+++ b/examples/logger/src/bring_your_own_formatter_from_scratch.py
@@ -1,13 +1,13 @@
 import json
 import logging
-from typing import Any, Dict, Iterable, List, Optional
+from typing import Any, Dict, Iterable, List
 
 from aws_lambda_powertools import Logger
 from aws_lambda_powertools.logging.formatter import BasePowertoolsFormatter
 
 
 class CustomFormatter(BasePowertoolsFormatter):
-    def __init__(self, log_record_order: Optional[List[str]] = None, *args, **kwargs):
+    def __init__(self, log_record_order: List[str] | None = None, *args, **kwargs):
         self.log_record_order = log_record_order or ["level", "location", "message", "timestamp"]
         self.log_format = dict.fromkeys(self.log_record_order)
         super().__init__(*args, **kwargs)
diff --git a/examples/streaming/src/assert_transformation_module.py b/examples/streaming/src/assert_transformation_module.py
index eac11abd4af..cc9b1dc4984 100644
--- a/examples/streaming/src/assert_transformation_module.py
+++ b/examples/streaming/src/assert_transformation_module.py
@@ -1,5 +1,5 @@
 import io
-from typing import IO, Optional
+from typing import IO
 
 from aws_lambda_powertools.utilities.streaming.transformations import BaseTransform
 
@@ -9,7 +9,7 @@ def __init__(self, input_stream: IO[bytes], encoding: str):
         self.encoding = encoding
         self.input_stream = io.TextIOWrapper(input_stream, encoding=encoding)
 
-    def read(self, size: int = -1) -> Optional[bytes]:
+    def read(self, size: int = -1) -> bytes | None:
         data = self.input_stream.read(size)
         return data.upper().encode(self.encoding)
 
diff --git a/examples/streaming/src/s3_json_transform.py b/examples/streaming/src/s3_json_transform.py
index 30c31b0f32c..8588498e38b 100644
--- a/examples/streaming/src/s3_json_transform.py
+++ b/examples/streaming/src/s3_json_transform.py
@@ -1,5 +1,5 @@
 import io
-from typing import IO, Optional
+from typing import IO
 
 import ijson
 
@@ -11,10 +11,10 @@ class JsonDeserializer(io.RawIOBase):
     def __init__(self, input_stream: IO[bytes]):
         self.input = ijson.items(input_stream, "", multiple_values=True)
 
-    def read(self, size: int = -1) -> Optional[bytes]:
+    def read(self, size: int = -1) -> bytes | None:
         raise NotImplementedError(f"{__name__} does not implement read")
 
-    def readline(self, size: Optional[int] = None) -> bytes:
+    def readline(self, size: int | None = None) -> bytes:
         raise NotImplementedError(f"{__name__} does not implement readline")
 
     def read_object(self) -> dict:
diff --git a/ruff.toml b/ruff.toml
index 304f77c680d..1bdb7ffa4ae 100644
--- a/ruff.toml
+++ b/ruff.toml
@@ -45,7 +45,6 @@ lint.ignore = [
     "UP006",
     "UP007",
     "UP035",
-    "UP045",
 ]
 
 # Exclude files and directories
diff --git a/tests/e2e/utils/data_fetcher/common.py b/tests/e2e/utils/data_fetcher/common.py
index 1300daa55aa..61a56386251 100644
--- a/tests/e2e/utils/data_fetcher/common.py
+++ b/tests/e2e/utils/data_fetcher/common.py
@@ -2,7 +2,7 @@
 import time
 from concurrent.futures import Future, ThreadPoolExecutor
 from datetime import datetime
-from typing import List, Optional, Tuple
+from typing import List, Tuple
 
 import boto3
 import requests
@@ -18,8 +18,8 @@
 
 class GetLambdaResponseOptions(BaseModel):
     lambda_arn: str
-    payload: Optional[str] = None
-    client: Optional[LambdaClient] = None
+    payload: str | None = None
+    client: LambdaClient | None = None
     raise_on_error: bool = True
 
     model_config = ConfigDict(
@@ -29,8 +29,8 @@ class GetLambdaResponseOptions(BaseModel):
 
 def get_lambda_response(
     lambda_arn: str,
-    payload: Optional[str] = None,
-    client: Optional[LambdaClient] = None,
+    payload: str | None = None,
+    client: LambdaClient | None = None,
     raise_on_error: bool = True,
 ) -> GetLambdaResponse:
     """Invoke function synchronously
@@ -39,9 +39,9 @@ def get_lambda_response(
     ----------
     lambda_arn : str
         Lambda function ARN to invoke
-    payload : Optional[str], optional
+    payload : str | None, optional
         JSON payload for Lambda invocation, by default None
-    client : Optional[LambdaClient], optional
+    client : LambdaClient | None, optional
         Boto3 Lambda SDK client, by default None
     raise_on_error : bool, optional
         Whether to raise exception upon invocation error, by default True
diff --git a/tests/e2e/utils/data_fetcher/logs.py b/tests/e2e/utils/data_fetcher/logs.py
index dc036cba36e..eaa783fbba5 100644
--- a/tests/e2e/utils/data_fetcher/logs.py
+++ b/tests/e2e/utils/data_fetcher/logs.py
@@ -1,6 +1,6 @@
 import json
 from datetime import datetime
-from typing import List, Optional, Union
+from typing import Any, List, Union
 
 import boto3
 from mypy_boto3_logs.client import CloudWatchLogsClient
@@ -14,12 +14,12 @@ class Log(BaseModel, extra="allow"):
     message: Union[dict, str]
     timestamp: str
     service: str
-    cold_start: Optional[bool] = None
-    function_name: Optional[str] = None
-    function_memory_size: Optional[str] = None
-    function_arn: Optional[str] = None
-    function_request_id: Optional[str] = None
-    xray_trace_id: Optional[str] = None
+    cold_start: bool | None = None
+    function_name: str | None = None
+    function_memory_size: str | None = None
+    function_arn: str | None = None
+    function_request_id: str | None = None
+    xray_trace_id: str | None = None
 
 
 class LogFetcher:
@@ -27,8 +27,8 @@ def __init__(
         self,
         function_name: str,
         start_time: datetime,
-        log_client: Optional[CloudWatchLogsClient] = None,
-        filter_expression: Optional[str] = None,
+        log_client: CloudWatchLogsClient | None = None,
+        filter_expression: str | None = None,
         minimum_log_entries: int = 1,
     ):
         """Fetch and expose Powertools for AWS Lambda (Python) Logger logs from CloudWatch Logs
@@ -39,9 +39,9 @@ def __init__(
             Name of Lambda function to fetch logs for
         start_time : datetime
             Start date range to filter traces
-        log_client : Optional[CloudWatchLogsClient], optional
+        log_client : CloudWatchLogsClient | None, optional
             Amazon CloudWatch Logs Client, by default boto3.client('logs)
-        filter_expression : Optional[str], optional
+        filter_expression : str | None, optional
             CloudWatch Logs Filter Pattern expression, by default "message"
         minimum_log_entries: int
             Minimum number of log entries to be retrieved before exhausting retry attempts
@@ -54,14 +54,14 @@ def __init__(
         self.minimum_log_entries = minimum_log_entries
         self.logs: List[Log] = self._get_logs()
 
-    def get_log(self, key: str, value: Optional[any] = None) -> List[Log]:
+    def get_log(self, key: str, value: Any | None = None) -> List[Log]:
         """Get logs based on key or key and value
 
         Parameters
         ----------
         key : str
             Log key name
-        value : Optional[any], optional
+        value : Any | None, optional
             Log value, by default None
 
         Returns
@@ -132,8 +132,8 @@ def get_logs(
     function_name: str,
     start_time: datetime,
     minimum_log_entries: int = 1,
-    filter_expression: Optional[str] = None,
-    log_client: Optional[CloudWatchLogsClient] = None,
+    filter_expression: str | None = None,
+    log_client: CloudWatchLogsClient | None = None,
 ) -> LogFetcher:
     """_summary_
 
@@ -145,9 +145,9 @@ def get_logs(
         Start date range to filter traces
     minimum_log_entries : int
         Minimum number of log entries to be retrieved before exhausting retry attempts
-    log_client : Optional[CloudWatchLogsClient], optional
+    log_client : CloudWatchLogsClient | None, optional
         Amazon CloudWatch Logs Client, by default boto3.client('logs)
-    filter_expression : Optional[str], optional
+    filter_expression : str | None, optional
         CloudWatch Logs Filter Pattern expression, by default "message"
 
     Returns
diff --git a/tests/e2e/utils/data_fetcher/traces.py b/tests/e2e/utils/data_fetcher/traces.py
index f8b364fc97c..4309fa0d520 100644
--- a/tests/e2e/utils/data_fetcher/traces.py
+++ b/tests/e2e/utils/data_fetcher/traces.py
@@ -1,6 +1,6 @@
 import json
 from datetime import datetime, timedelta
-from typing import TYPE_CHECKING, Any, Dict, Generator, List, Optional
+from typing import TYPE_CHECKING, Any, Dict, Generator, List
 
 import boto3
 from botocore.paginate import PageIterator
@@ -17,10 +17,10 @@ class TraceSubsegment(BaseModel):
     name: str
     start_time: float
     end_time: float
-    aws: Optional[dict] = None
-    subsegments: Optional[List["TraceSubsegment"]] = None
-    annotations: Optional[Dict[str, Any]] = None
-    metadata: Optional[Dict[str, Dict[str, Any]]] = None
+    aws: dict | None = None
+    subsegments: List["TraceSubsegment"] | None = None
+    annotations: Dict[str, Any] | None = None
+    metadata: Dict[str, Dict[str, Any]] | None = None
 
 
 class TraceDocument(BaseModel):
@@ -29,10 +29,10 @@ class TraceDocument(BaseModel):
     start_time: float
     end_time: float
     trace_id: str
-    parent_id: Optional[str] = None
+    parent_id: str | None = None
     aws: Dict
     origin: str
-    subsegments: Optional[List[TraceSubsegment]] = None
+    subsegments: List[TraceSubsegment] | None = None
 
 
 class TraceFetcher:
@@ -42,11 +42,11 @@ def __init__(
         self,
         filter_expression: str,
         start_date: datetime,
-        end_date: Optional[datetime] = None,
-        xray_client: Optional[XRayClient] = None,
-        exclude_segment_name: Optional[List[str]] = None,
-        resource_name: Optional[List[str]] = None,
-        origin: Optional[List[str]] = None,
+        end_date: datetime | None = None,
+        xray_client: XRayClient | None = None,
+        exclude_segment_name: List[str] | None = None,
+        resource_name: List[str] | None = None,
+        origin: List[str] | None = None,
         minimum_traces: int = 1,
     ):
         """Fetch and expose traces from X-Ray based on parameters
@@ -67,15 +67,15 @@ def __init__(
             see: https://docs.aws.amazon.com/xray/latest/devguide/xray-console-filters.html
         start_date : datetime
             Start date range to filter traces
-        end_date : Optional[datetime], optional
+        end_date : datetime | None, optional
             End date range to filter traces, by default 5 minutes past start_date
-        xray_client : Optional[XRayClient], optional
+        xray_client : XRayClient | None, optional
             AWS X-Ray SDK Client, by default boto3.client('xray')
-        exclude_segment_name : Optional[List[str]], optional
+        exclude_segment_name : List[str] | None, optional
             Name of segments to exclude, by default ["Initialization", "Invocation", "Overhead"]
-        resource_name : Optional[List[str]], optional
+        resource_name : List[str] | None, optional
             Name of resource to filter traces (e.g., function name), by default None
-        origin : Optional[List[str]], optional
+        origin : List[str] | None, optional
             Trace origin name to filter traces, by default ["AWS::Lambda::Function"]
         minimum_traces : int
             Minimum number of traces to be retrieved before exhausting retry attempts
@@ -106,7 +106,7 @@ def __init__(
         self.trace_documents = self._get_trace_documents(trace_ids)
         self.subsegments = self._get_subsegments()
 
-    def get_annotation(self, key: str, value: Optional[any] = None) -> List:
+    def get_annotation(self, key: str, value: Any | None = None) -> List:
         return [
             annotation
             for annotation in self.annotations
@@ -223,11 +223,11 @@ def _get_trace_documents(self, trace_ids: List[str]) -> Dict[str, TraceDocument]
 def get_traces(
     filter_expression: str,
     start_date: datetime,
-    end_date: Optional[datetime] = None,
-    xray_client: Optional[XRayClient] = None,
-    exclude_segment_name: Optional[List[str]] = None,
-    resource_name: Optional[List[str]] = None,
-    origin: Optional[List[str]] = None,
+    end_date: datetime | None = None,
+    xray_client: XRayClient | None = None,
+    exclude_segment_name: List[str] | None = None,
+    resource_name: List[str] | None = None,
+    origin: List[str] | None = None,
     minimum_traces: int = 1,
 ) -> TraceFetcher:
     """Fetch traces from AWS X-Ray
@@ -239,15 +239,15 @@ def get_traces(
         see: https://docs.aws.amazon.com/xray/latest/devguide/xray-console-filters.html
     start_date : datetime
         Start date range to filter traces
-    end_date : Optional[datetime], optional
+    end_date : datetime | None, optional
         End date range to filter traces, by default 5 minutes past start_date
-    xray_client : Optional[XRayClient], optional
+    xray_client : XRayClient | None, optional
         AWS X-Ray SDK Client, by default boto3.client('xray')
-    exclude_segment_name : Optional[List[str]], optional
+    exclude_segment_name : List[str] | None, optional
         Name of segments to exclude, by default ["Initialization", "Invocation", "Overhead"]
-    resource_name : Optional[List[str]], optional
+    resource_name : List[str] | None, optional
         Name of resource to filter traces (e.g., function name), by default None
-    origin : Optional[List[str]], optional
+    origin : List[str] | None, optional
         Trace origin name to filter traces, by default ["AWS::Lambda::Function"]
     minimum_traces : int
         Minimum number of traces to be retrieved before exhausting retry attempts
diff --git a/tests/functional/batch/_pydantic/sample_models.py b/tests/functional/batch/_pydantic/sample_models.py
index c2912b3f8a3..d3974ccce82 100644
--- a/tests/functional/batch/_pydantic/sample_models.py
+++ b/tests/functional/batch/_pydantic/sample_models.py
@@ -1,5 +1,5 @@
 import json
-from typing import Dict, Optional
+from typing import Dict
 
 from pydantic import field_validator
 
@@ -44,8 +44,8 @@ def transform_message_to_dict(cls, value: Dict[Literal["S"], str]):
 
 
 class OrderDynamoDBChangeRecord(DynamoDBStreamChangedRecordModel):
-    NewImage: Optional[OrderDynamoDB] = None
-    OldImage: Optional[OrderDynamoDB] = None
+    NewImage: OrderDynamoDB | None = None
+    OldImage: OrderDynamoDB | None = None
 
 
 class OrderDynamoDBRecord(DynamoDBStreamRecordModel):
diff --git a/tests/functional/batch/_pydantic/test_utilities_batch_pydantic.py b/tests/functional/batch/_pydantic/test_utilities_batch_pydantic.py
index 382cbdb0335..1e6a0452d2a 100644
--- a/tests/functional/batch/_pydantic/test_utilities_batch_pydantic.py
+++ b/tests/functional/batch/_pydantic/test_utilities_batch_pydantic.py
@@ -1,7 +1,7 @@
 import json
 import uuid
 from random import randint
-from typing import Any, Awaitable, Callable, Dict, Optional
+from typing import Any, Awaitable, Callable, Dict
 
 import pytest
 from pydantic import BaseModel, field_validator
@@ -311,8 +311,8 @@ def transform_message_to_dict(cls, value: Dict[Literal["S"], str]):
             return json.loads(value)
 
     class OrderDynamoDBChangeRecord(DynamoDBStreamChangedRecordModel):
-        NewImage: Optional[OrderDynamoDB] = None
-        OldImage: Optional[OrderDynamoDB] = None
+        NewImage: OrderDynamoDB | None = None
+        OldImage: OrderDynamoDB | None = None
 
     class OrderDynamoDBRecord(DynamoDBStreamRecordModel):
         dynamodb: OrderDynamoDBChangeRecord
@@ -355,8 +355,8 @@ def transform_message_to_dict(cls, value: Dict[Literal["S"], str]):
             return json.loads(value)
 
     class OrderDynamoDBChangeRecord(DynamoDBStreamChangedRecordModel):
-        NewImage: Optional[OrderDynamoDB] = None
-        OldImage: Optional[OrderDynamoDB] = None
+        NewImage: OrderDynamoDB | None = None
+        OldImage: OrderDynamoDB | None = None
 
     class OrderDynamoDBRecord(DynamoDBStreamRecordModel):
         dynamodb: OrderDynamoDBChangeRecord
diff --git a/tests/functional/event_handler/_pydantic/test_bedrock_agent.py b/tests/functional/event_handler/_pydantic/test_bedrock_agent.py
index 4367a94f49d..90e9e69790b 100644
--- a/tests/functional/event_handler/_pydantic/test_bedrock_agent.py
+++ b/tests/functional/event_handler/_pydantic/test_bedrock_agent.py
@@ -1,6 +1,6 @@
 import json
 from functools import partial
-from typing import Any, Dict, Optional
+from typing import Any, Dict
 
 import pytest
 from typing_extensions import Annotated
@@ -192,7 +192,7 @@ def test_openapi_schema_for_pydanticv2(openapi30_schema):
 
     # WHEN we have a simple handler
     @app.get("/", description="Testing")
-    def handler() -> Optional[Dict]:
+    def handler() -> Dict | None:
         pass
 
     # WHEN we get the schema
@@ -336,7 +336,7 @@ def test_bedrock_resolver_with_openapi_extensions():
 
     # WHEN we have a simple handler with openapi extension
     @app.get("/", description="Testing", openapi_extensions={"x-requireConfirmation": "ENABLED"})
-    def handler() -> Optional[Dict]:
+    def handler() -> Dict | None:
         pass
 
     # WHEN we get the schema
diff --git a/tests/functional/event_handler/_pydantic/test_openapi_params.py b/tests/functional/event_handler/_pydantic/test_openapi_params.py
index 40722bb838b..b9426bf4da7 100644
--- a/tests/functional/event_handler/_pydantic/test_openapi_params.py
+++ b/tests/functional/event_handler/_pydantic/test_openapi_params.py
@@ -1,7 +1,7 @@
 import json
 from dataclasses import dataclass
 from datetime import datetime
-from typing import List, Literal, Optional, Tuple
+from typing import List, Literal, Tuple
 
 import pytest
 from pydantic import BaseModel, Field
@@ -34,7 +34,7 @@ def test_openapi_pydantic_query_params():
     class QueryParams(BaseModel):
         limit: int = Field(default=10, ge=1, le=100, description="Number of items to return")
         offset: int = Field(default=0, ge=0, description="Number of items to skip")
-        search: Optional[str] = Field(default=None, description="Search term")
+        search: str | None = Field(default=None, description="Search term")
 
     @app.get("/search")
     def search_handler(params: Annotated[QueryParams, Query()]):
@@ -82,7 +82,7 @@ def test_openapi_pydantic_header_params():
     class HeaderParams(BaseModel):
         authorization: str = Field(description="Authorization token")
         user_agent: str = Field(default="PowerTools/1.0", description="User agent")
-        language: Optional[str] = Field(default=None, alias="accept-language", description="Language preference")
+        language: str | None = Field(default=None, alias="accept-language", description="Language preference")
 
     @app.get("/protected")
     def protected_handler(headers: Annotated[HeaderParams, Header()]):
@@ -941,7 +941,7 @@ def test_openapi_form_parameter_edge_cases():
     @app.post("/form-edge-cases")
     def form_edge_cases(
         required_field: Annotated[str, Form(description="Required field")],
-        optional_field: Annotated[Optional[str], Form(description="Optional field")] = None,
+        optional_field: Annotated[str | None, Form(description="Optional field")] = None,
         field_with_default: Annotated[str, Form(description="Field with default")] = "default_value",
     ):
         return {"required": required_field, "optional": optional_field, "default": field_with_default}
@@ -1034,7 +1034,7 @@ def test_openapi_pydantic_required_vs_optional():
     class QueryParams(BaseModel):
         required_field: str = Field(description="Required field")
         optional_with_default: str = Field(default="default", description="Optional with default")
-        optional_nullable: Optional[str] = Field(default=None, description="Optional nullable")
+        optional_nullable: str | None = Field(default=None, description="Optional nullable")
 
     @app.get("/test")
     def test_handler(params: Annotated[QueryParams, Query()]):
diff --git a/tests/functional/event_handler/_pydantic/test_openapi_responses.py b/tests/functional/event_handler/_pydantic/test_openapi_responses.py
index dccfae3e28d..c00b4e00462 100644
--- a/tests/functional/event_handler/_pydantic/test_openapi_responses.py
+++ b/tests/functional/event_handler/_pydantic/test_openapi_responses.py
@@ -1,5 +1,5 @@
 from secrets import randbelow
-from typing import Optional, Union
+from typing import Union
 
 from pydantic import BaseModel
 
@@ -325,7 +325,7 @@ def test_openapi_response_examples_preserved_with_model():
     class UserResponse(BaseModel):
         id: int
         name: str
-        email: Optional[str] = None
+        email: str | None = None
 
     @app.get(
         "/",
diff --git a/tests/functional/event_handler/_pydantic/test_openapi_schema_pydantic_v2.py b/tests/functional/event_handler/_pydantic/test_openapi_schema_pydantic_v2.py
index d25811d24ae..6f4b89e47cc 100644
--- a/tests/functional/event_handler/_pydantic/test_openapi_schema_pydantic_v2.py
+++ b/tests/functional/event_handler/_pydantic/test_openapi_schema_pydantic_v2.py
@@ -1,6 +1,6 @@
 import json
 import warnings
-from typing import Literal, Optional
+from typing import Literal
 
 import pytest
 from pydantic import BaseModel, Field, computed_field
@@ -52,7 +52,7 @@ def test_openapi_3_1_complex_handler(openapi31_schema):
     # GIVEN a complex pydantic model
     class TodoAttributes(BaseModel):
         userId: int
-        id_: Optional[int] = Field(alias="id", default=None)
+        id_: int | None = Field(alias="id", default=None)
         title: str
         completed: bool
 
diff --git a/tests/functional/event_handler/_pydantic/test_openapi_serialization.py b/tests/functional/event_handler/_pydantic/test_openapi_serialization.py
index ef5c8ddd938..9bad2c61422 100644
--- a/tests/functional/event_handler/_pydantic/test_openapi_serialization.py
+++ b/tests/functional/event_handler/_pydantic/test_openapi_serialization.py
@@ -1,6 +1,6 @@
 import json
 from dataclasses import dataclass
-from typing import Dict, Optional, Set
+from typing import Dict, Set
 
 import pytest
 from pydantic import BaseModel
@@ -81,7 +81,7 @@ class Model(BaseModel):
         age: int
 
     @app.get("/valid_optional")
-    def handler_valid_optional() -> Optional[Model]:
+    def handler_valid_optional() -> Model | None:
         return Model(name="John", age=30)
 
     # WHEN returning a valid model for an Optional type
diff --git a/tests/functional/event_handler/_pydantic/test_openapi_validation_middleware.py b/tests/functional/event_handler/_pydantic/test_openapi_validation_middleware.py
index aee94e80b14..ec14c14fa08 100644
--- a/tests/functional/event_handler/_pydantic/test_openapi_validation_middleware.py
+++ b/tests/functional/event_handler/_pydantic/test_openapi_validation_middleware.py
@@ -5,7 +5,7 @@
 from dataclasses import dataclass
 from enum import Enum
 from pathlib import PurePath
-from typing import Any, Dict, List, Literal, Optional, Tuple, Union
+from typing import Any, Dict, List, Literal, Tuple, Union
 
 import pytest
 from pydantic import (
@@ -88,7 +88,7 @@ def test_validate_pydantic_query_params(gw_event):
 
     class QueryParams(BaseModel):
         limit: int = Field(default=10, ge=1, le=100, description="Number of items")
-        search: Optional[str] = Field(default=None, description="Search term")
+        search: str | None = Field(default=None, description="Search term")
 
     @app.get("/search")
     def search_handler(params: Annotated[QueryParams, Query()]):
@@ -1777,7 +1777,7 @@ class Model(BaseModel):
         age: int
 
     @app.get("/none_allowed")
-    def handler_none_allowed() -> Optional[Model]:
+    def handler_none_allowed() -> Model | None:
         return None
 
     # WHEN returning None for an Optional type
@@ -3123,15 +3123,15 @@ def _post_json(app, path, payload):
     return result["statusCode"], json.loads(result["body"])
 
 
-# ---------- Optional[List[Model]] ----------
+# ---------- List[Model] | None ----------
 
 
 def test_optional_list_body_with_list():
-    """Optional[List[Model]] must preserve the full list."""
+    """List[Model] | None must preserve the full list."""
     app = APIGatewayRestResolver(enable_validation=True)
 
     @app.post("/items")
-    def handler(items: Annotated[Optional[List[_Item]], Body()]) -> Dict[str, Any]:
+    def handler(items: Annotated[List[_Item] | None, Body()]) -> Dict[str, Any]:
         assert isinstance(items, list)
         return {"count": len(items)}
 
@@ -3141,11 +3141,11 @@ def handler(items: Annotated[Optional[List[_Item]], Body()]) -> Dict[str, Any]:
 
 
 def test_optional_list_body_with_none():
-    """Optional[List[Model]] must accept a null body gracefully."""
+    """List[Model] | None must accept a null body gracefully."""
     app = APIGatewayRestResolver(enable_validation=True)
 
     @app.post("/items")
-    def handler(items: Annotated[Optional[List[_Item]], Body()] = None) -> Dict[str, Any]:
+    def handler(items: Annotated[List[_Item] | None, Body()] = None) -> Dict[str, Any]:
         return {"received_none": items is None}
 
     status, body = _post_json(app, "/items", None)
@@ -3153,15 +3153,15 @@ def handler(items: Annotated[Optional[List[_Item]], Body()] = None) -> Dict[str,
     assert body["received_none"] is True
 
 
-# ---------- Optional[Union[Model, List[Model]]] ----------
+# ---------- Union[Model, List[Model]] | None ----------
 
 
 def test_optional_union_model_or_list_with_list():
-    """Optional[Union[Model, List[Model]]] — send list, get full list."""
+    """Union[Model, List[Model]] | None — send list, get full list."""
     app = APIGatewayRestResolver(enable_validation=True)
 
     @app.post("/items")
-    def handler(items: Annotated[Optional[Union[_Item, List[_Item]]], Body()]) -> Dict[str, Any]:
+    def handler(items: Annotated[Union[_Item, List[_Item]] | None, Body()]) -> Dict[str, Any]:
         assert isinstance(items, list)
         return {"count": len(items)}
 
@@ -3171,11 +3171,11 @@ def handler(items: Annotated[Optional[Union[_Item, List[_Item]]], Body()]) -> Di
 
 
 def test_optional_union_model_or_list_with_single():
-    """Optional[Union[Model, List[Model]]] — send single obj, get single obj."""
+    """Union[Model, List[Model]] | None — send single obj, get single obj."""
     app = APIGatewayRestResolver(enable_validation=True)
 
     @app.post("/items")
-    def handler(items: Annotated[Optional[Union[_Item, List[_Item]]], Body()]) -> Dict[str, Any]:
+    def handler(items: Annotated[Union[_Item, List[_Item]] | None, Body()]) -> Dict[str, Any]:
         assert not isinstance(items, list)
         return {"name": items.name}
 
@@ -3185,11 +3185,11 @@ def handler(items: Annotated[Optional[Union[_Item, List[_Item]]], Body()]) -> Di
 
 
 def test_optional_union_model_or_list_with_none():
-    """Optional[Union[Model, List[Model]]] — send null, get None."""
+    """Union[Model, List[Model]] | None — send null, get None."""
     app = APIGatewayRestResolver(enable_validation=True)
 
     @app.post("/items")
-    def handler(items: Annotated[Optional[Union[_Item, List[_Item]]], Body()] = None) -> Dict[str, Any]:
+    def handler(items: Annotated[Union[_Item, List[_Item]] | None, Body()] = None) -> Dict[str, Any]:
         return {"is_none": items is None}
 
     status, body = _post_json(app, "/items", None)
@@ -3288,11 +3288,11 @@ def handler(data: Annotated[Union[str, List[Dict[str, Any]]], Body()]) -> Dict[s
 
 
 def test_optional_rootmodel_list_body():
-    """Optional[RootModel[List[Model]]] — list must not be truncated."""
+    """RootModel[List[Model]] | None — list must not be truncated."""
     app = APIGatewayRestResolver(enable_validation=True)
 
     @app.post("/items")
-    def handler(items: Annotated[Optional[_ItemCollection], Body()]) -> Dict[str, Any]:
+    def handler(items: Annotated[_ItemCollection | None, Body()]) -> Dict[str, Any]:
         return {"count": len(items.root)}
 
     status, body = _post_json(app, "/items", _THREE_ITEMS)
diff --git a/tests/functional/idempotency/_boto3/test_idempotency.py b/tests/functional/idempotency/_boto3/test_idempotency.py
index a4a55dd947a..56b317a9b5a 100644
--- a/tests/functional/idempotency/_boto3/test_idempotency.py
+++ b/tests/functional/idempotency/_boto3/test_idempotency.py
@@ -2,7 +2,7 @@
 import dataclasses
 import datetime
 import warnings
-from typing import Any, Optional
+from typing import Any
 from unittest.mock import MagicMock, Mock
 
 import jmespath
@@ -2103,7 +2103,7 @@ class PaymentOutput:
         config=config,
         output_serializer=output_serializer,
     )
-    def collect_payment(payment: PaymentInput) -> Optional[PaymentOutput]:
+    def collect_payment(payment: PaymentInput) -> PaymentOutput | None:
         return PaymentOutput(**dataclasses.asdict(payment))
 
     # WHEN
diff --git a/tests/functional/idempotency/_pydantic/test_idempotency_with_pydantic.py b/tests/functional/idempotency/_pydantic/test_idempotency_with_pydantic.py
index f8e3debbc30..b5decebafbe 100644
--- a/tests/functional/idempotency/_pydantic/test_idempotency_with_pydantic.py
+++ b/tests/functional/idempotency/_pydantic/test_idempotency_with_pydantic.py
@@ -1,5 +1,3 @@
-from typing import Optional
-
 import pytest
 from pydantic import BaseModel
 
@@ -252,7 +250,7 @@ class PaymentOutput(BaseModel):
         config=config,
         output_serializer=output_serializer,
     )
-    def collect_payment(payment: PaymentInput) -> Optional[PaymentOutput]:
+    def collect_payment(payment: PaymentInput) -> PaymentOutput | None:
         return PaymentOutput(**payment.dict())
 
     # WHEN
diff --git a/tests/functional/idempotency/utils.py b/tests/functional/idempotency/utils.py
index 2e1ee4ab821..c6b3ee9b1a0 100644
--- a/tests/functional/idempotency/utils.py
+++ b/tests/functional/idempotency/utils.py
@@ -1,6 +1,6 @@
 import hashlib
 import json
-from typing import Any, Dict, Optional
+from typing import Any, Dict
 
 from botocore import stub
 from pytest import FixtureRequest
@@ -88,7 +88,7 @@ def build_idempotency_put_item_response_stub(
     expiration: int,
     status: str,
     request: FixtureRequest,
-    validation_data: Optional[Any],
+    validation_data: Any | None,
 ):
     response = {
         "Item": {
diff --git a/tests/unit/parser/_pydantic/schemas.py b/tests/unit/parser/_pydantic/schemas.py
index 0713924c486..2565d649ee9 100644
--- a/tests/unit/parser/_pydantic/schemas.py
+++ b/tests/unit/parser/_pydantic/schemas.py
@@ -1,4 +1,4 @@
-from typing import List, Optional
+from typing import List
 
 from pydantic import BaseModel
 
@@ -21,8 +21,8 @@ class MyDynamoBusiness(BaseModel):
 
 
 class MyDynamoScheme(DynamoDBStreamChangedRecordModel):
-    NewImage: Optional[MyDynamoBusiness] = None
-    OldImage: Optional[MyDynamoBusiness] = None
+    NewImage: MyDynamoBusiness | None = None
+    OldImage: MyDynamoBusiness | None = None
 
 
 class MyDynamoDBStreamRecordModel(DynamoDBStreamRecordModel):

From a39e1018e36b7965b08313288bea3b7420df5220 Mon Sep 17 00:00:00 2001
From: Aditya Jain <93090622+Adityaj0@users.noreply.github.com>
Date: Fri, 28 Aug 2026 12:21:39 -0700
Subject: [PATCH 36/36] fix(idempotency): Redis persistence layer reclaims live
 in-progress records as orphans, allowing concurrent double-execution (#8387)

* fix(idempotency): Redis persistence layer reclaims live in-progress records as orphans, allowing concurrent double-execution

RedisCachePersistenceLayer._put_in_progress_record() only guarded against a
competing invocation when the existing record's in_progress_expiry_timestamp
was set AND still in the future. When that field is None -- which is the
normal case for idempotent_function, since it never calls
config.register_lambda_context(), unlike the idempotent() handler decorator --
the guard was skipped entirely and a genuinely still-running invocation's
record fell through to the "orphan record" branch, which unconditionally
overwrites the record with no NX guard. A second concurrent invocation with
the same idempotency key would then proceed to execute the underlying
function too, defeating idempotency (e.g. double-charging a customer).

This is exactly what persistence/base.py's own warning at that call site
flags ("Couldn't determine the remaining time left. Did you call
register_lambda_context on IdempotencyConfig?") -- it warns, but nothing
downstream actually failed closed on it.

The DynamoDB persistence layer does not have this gap: its conditional
expression requires attribute_exists(#in_progress_expiry) before allowing an
expired-in-progress reclaim, so a missing attribute correctly blocks the
competing writer instead of granting a reclaim.

Fix: when status is INPROGRESS and in_progress_expiry_timestamp is None,
treat the record as still in progress (fail closed) instead of falling
through to the orphan-reclaim path, mirroring the DynamoDB layer's behavior.

* test(idempotency): cover concurrent cache execution

---------

Co-authored-by: Leandro <lcdama@amazon.pt>
---
 .../idempotency/persistence/redis.py          | 10 ++-
 .../idempotency/_redis/test_redis_layer.py    | 79 +++++++++++++++++++
 2 files changed, 85 insertions(+), 4 deletions(-)

diff --git a/aws_lambda_powertools/utilities/idempotency/persistence/redis.py b/aws_lambda_powertools/utilities/idempotency/persistence/redis.py
index 82a44e079de..ce7100bf215 100644
--- a/aws_lambda_powertools/utilities/idempotency/persistence/redis.py
+++ b/aws_lambda_powertools/utilities/idempotency/persistence/redis.py
@@ -425,10 +425,12 @@ def _put_in_progress_record(self, data_record: DataRecord) -> None:
             # (meaning the timestamp is greater than the current timestamp in milliseconds), then we have encountered
             # a valid in-progress record. This indicates that another process is currently handling the request, and
             # to maintain idempotency, we raise an error to prevent concurrent processing of the same request.
-            if (
-                idempotency_record.status == STATUS_CONSTANTS["INPROGRESS"]
-                and idempotency_record.in_progress_expiry_timestamp
-                and idempotency_record.in_progress_expiry_timestamp > int(now.timestamp() * 1000)
+            #
+            # Without an in-progress expiry, we cannot safely distinguish an active invocation from a timed-out one.
+            # Fail closed until the record TTL expires, consistent with the DynamoDB persistence layer.
+            if idempotency_record.status == STATUS_CONSTANTS["INPROGRESS"] and (
+                idempotency_record.in_progress_expiry_timestamp is None
+                or idempotency_record.in_progress_expiry_timestamp > int(now.timestamp() * 1000)
             ):
                 raise IdempotencyItemAlreadyExistsError
 
diff --git a/tests/functional/idempotency/_redis/test_redis_layer.py b/tests/functional/idempotency/_redis/test_redis_layer.py
index 22c3b9a6d83..6adb97a64a4 100644
--- a/tests/functional/idempotency/_redis/test_redis_layer.py
+++ b/tests/functional/idempotency/_redis/test_redis_layer.py
@@ -3,6 +3,7 @@
 import datetime
 import json
 import time as t
+from threading import Event, Lock as ThreadLock, Thread
 from unittest import mock
 
 import pytest
@@ -26,6 +27,7 @@
     STATUS_CONSTANTS,
     DataRecord,
 )
+from aws_lambda_powertools.utilities.idempotency.persistence.cache import CachePersistenceLayer
 from aws_lambda_powertools.utilities.idempotency.persistence.redis import (
     RedisCachePersistenceLayer,
 )
@@ -198,6 +200,16 @@ def valid_record():
     )
 
 
+@pytest.fixture
+def in_progress_record_missing_expiry():
+    return DataRecord(
+        idempotency_key="test_orphan_key",
+        status=STATUS_CONSTANTS["INPROGRESS"],
+        expiry_timestamp=int(datetime.datetime.now().timestamp()) + 60,
+        in_progress_expiry_timestamp=None,
+    )
+
+
 @mock.patch("aws_lambda_powertools.utilities.idempotency.persistence.redis.redis", MockRedis())
 def test_redis_connection_standalone():
     # when RedisCachePersistenceLayer is init with the following params
@@ -303,6 +315,73 @@ def test_redis_orphan_record_lock(orphan_record, valid_record):
     )
 
 
+@mock.patch("aws_lambda_powertools.utilities.idempotency.persistence.redis.redis", MockRedis())
+def test_redis_in_progress_record_missing_expiry_is_not_treated_as_orphan(in_progress_record_missing_expiry):
+    layer = RedisCachePersistenceLayer(host="host")
+    layer._put_in_progress_record(in_progress_record_missing_expiry)
+
+    contender = DataRecord(
+        idempotency_key=in_progress_record_missing_expiry.idempotency_key,
+        status=STATUS_CONSTANTS["INPROGRESS"],
+        expiry_timestamp=in_progress_record_missing_expiry.expiry_timestamp + 60,
+        in_progress_expiry_timestamp=None,
+    )
+
+    with pytest.raises(IdempotencyItemAlreadyExistsError):
+        layer._put_in_progress_record(contender)
+
+    stored_record = layer._get_record(in_progress_record_missing_expiry.idempotency_key)
+    assert stored_record.status == STATUS_CONSTANTS["INPROGRESS"]
+    assert stored_record.expiry_timestamp == in_progress_record_missing_expiry.expiry_timestamp
+
+
+@pytest.mark.filterwarnings("ignore:Couldn't determine the remaining time left")
+def test_idempotent_function_blocks_concurrent_invocation_without_lambda_context():
+    layer = CachePersistenceLayer(client=MockRedis(host="localhost"))
+    first_invocation_started = Event()
+    release_first_invocation = Event()
+    execution_lock = ThreadLock()
+    execution_count = 0
+    first_result = []
+    first_errors = []
+
+    @idempotent_function(data_keyword_argument="record", persistence_store=layer)
+    def process(record):
+        nonlocal execution_count
+        with execution_lock:
+            execution_count += 1
+            current_execution = execution_count
+
+        if current_execution == 1:
+            first_invocation_started.set()
+            if not release_first_invocation.wait(timeout=5):
+                raise TimeoutError("Timed out waiting to release the first invocation")
+
+        return {"execution": current_execution}
+
+    def invoke_first():
+        try:
+            first_result.append(process(record={"id": "same"}))
+        except Exception as exc:
+            first_errors.append(exc)
+
+    first_invocation = Thread(target=invoke_first)
+    first_invocation.start()
+    assert first_invocation_started.wait(timeout=2)
+
+    try:
+        with pytest.raises(IdempotencyAlreadyInProgressError):
+            process(record={"id": "same"})
+    finally:
+        release_first_invocation.set()
+        first_invocation.join(timeout=5)
+
+    assert not first_invocation.is_alive()
+    assert first_errors == []
+    assert first_result == [{"execution": 1}]
+    assert execution_count == 1
+
+
 @mock.patch("aws_lambda_powertools.utilities.idempotency.persistence.redis.redis", MockRedis())
 def test_redis_error_in_progress(valid_record):
     layer = RedisCachePersistenceLayer(host="host", mode="standalone")