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CHANGELOG.md
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<!-- changelog is partially generated, so it doesn't follow headings and required structure, so we disable it. -->
<!-- markdownlint-disable -->
<a name="unreleased"></a>
# Unreleased
## Bug Fixes
* **docs:** typo in a service name in Event Handler ([#5944](https://github.com/aws-powertools/powertools-lambda-python/issues/5944))
* **logger:** child logger must respect log level ([#5950](https://github.com/aws-powertools/powertools-lambda-python/issues/5950))
## Documentation
* **api:** migrating the validation utility to mkdocstrings ([#5972](https://github.com/aws-powertools/powertools-lambda-python/issues/5972))
* **layer:** update layer version number - v3.5.0 ([#5952](https://github.com/aws-powertools/powertools-lambda-python/issues/5952))
## Features
* **logger:** add clear_state method ([#5956](https://github.com/aws-powertools/powertools-lambda-python/issues/5956))
## Maintenance
* **ci:** new pre-release 3.5.1a0 ([#5945](https://github.com/aws-powertools/powertools-lambda-python/issues/5945))
* **ci:** new pre-release 3.5.1a1 ([#5954](https://github.com/aws-powertools/powertools-lambda-python/issues/5954))
* **ci:** install & configure mkdocstrings plugin ([#5959](https://github.com/aws-powertools/powertools-lambda-python/issues/5959))
* **ci:** new pre-release 3.5.1a2 ([#5970](https://github.com/aws-powertools/powertools-lambda-python/issues/5970))
* **ci:** new pre-release 3.5.1a3 ([#5998](https://github.com/aws-powertools/powertools-lambda-python/issues/5998))
* **deps:** bump actions/setup-python from 5.3.0 to 5.4.0 ([#5960](https://github.com/aws-powertools/powertools-lambda-python/issues/5960))
* **deps:** bump squidfunk/mkdocs-material from `41942f7` to `471695f` in /docs ([#5979](https://github.com/aws-powertools/powertools-lambda-python/issues/5979))
* **deps:** bump aws-actions/configure-aws-credentials from 4.0.2 to 4.0.3 ([#5975](https://github.com/aws-powertools/powertools-lambda-python/issues/5975))
* **deps:** bump pypa/gh-action-pypi-publish from 1.12.3 to 1.12.4 ([#5980](https://github.com/aws-powertools/powertools-lambda-python/issues/5980))
* **deps:** bump actions/upload-artifact from 4.5.0 to 4.6.0 ([#5962](https://github.com/aws-powertools/powertools-lambda-python/issues/5962))
* **deps:** bump actions/setup-node from 4.1.0 to 4.2.0 ([#5963](https://github.com/aws-powertools/powertools-lambda-python/issues/5963))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.18 to 3.0.20 ([#5977](https://github.com/aws-powertools/powertools-lambda-python/issues/5977))
* **deps:** bump actions/setup-go from 5.2.0 to 5.3.0 ([#5978](https://github.com/aws-powertools/powertools-lambda-python/issues/5978))
* **deps:** bump docker/setup-qemu-action from 3.2.0 to 3.3.0 ([#5961](https://github.com/aws-powertools/powertools-lambda-python/issues/5961))
* **deps:** bump release-drafter/release-drafter from 6.0.0 to 6.1.0 ([#5976](https://github.com/aws-powertools/powertools-lambda-python/issues/5976))
* **deps:** bump codecov/codecov-action from 5.1.2 to 5.3.1 ([#5964](https://github.com/aws-powertools/powertools-lambda-python/issues/5964))
* **deps-dev:** bump mkdocs-material from 9.5.50 to 9.6.1 ([#5966](https://github.com/aws-powertools/powertools-lambda-python/issues/5966))
* **deps-dev:** bump isort from 5.13.2 to 6.0.0 ([#5965](https://github.com/aws-powertools/powertools-lambda-python/issues/5965))
* **deps-dev:** bump cfn-lint from 1.22.7 to 1.23.1 ([#5967](https://github.com/aws-powertools/powertools-lambda-python/issues/5967))
* **deps-dev:** bump black from 24.10.0 to 25.1.0 ([#5968](https://github.com/aws-powertools/powertools-lambda-python/issues/5968))
* **deps-dev:** bump ruff from 0.9.3 to 0.9.4 ([#5969](https://github.com/aws-powertools/powertools-lambda-python/issues/5969))
<a name="v3.5.0"></a>
## [v3.5.0] - 2025-01-28
## Bug Fixes
* **event_handler:** fixes typo in variable name `fronzen_openapi_extensions` ([#5929](https://github.com/aws-powertools/powertools-lambda-python/issues/5929))
* **event_handler:** add tests for PEP 563 compatibility with OpenAPI ([#5886](https://github.com/aws-powertools/powertools-lambda-python/issues/5886))
* **event_handler:** fix forward references resolution in OpenAPI ([#5885](https://github.com/aws-powertools/powertools-lambda-python/issues/5885))
* **parser:** make identitySource optional for ApiGatewayAuthorizerRequestV2 model ([#5880](https://github.com/aws-powertools/powertools-lambda-python/issues/5880))
## Documentation
* **data_classes:** improve Event Source Data Classes documentation ([#5916](https://github.com/aws-powertools/powertools-lambda-python/issues/5916))
* **event_handler:** demonstrate handling optional security routes ([#5895](https://github.com/aws-powertools/powertools-lambda-python/issues/5895))
* **layer:** update layer version number - v3.4.1 ([#5869](https://github.com/aws-powertools/powertools-lambda-python/issues/5869))
* **parser:** improve documentation with Pydantic best practices ([#5925](https://github.com/aws-powertools/powertools-lambda-python/issues/5925))
## Features
* **event_source:** add AWS Transfer Family classes ([#5912](https://github.com/aws-powertools/powertools-lambda-python/issues/5912))
* **idempotency:** add support for custom Idempotency key prefix ([#5898](https://github.com/aws-powertools/powertools-lambda-python/issues/5898))
* **logger:** add context manager for logger keys ([#5883](https://github.com/aws-powertools/powertools-lambda-python/issues/5883))
* **parser:** add AWS Transfer Family model ([#5906](https://github.com/aws-powertools/powertools-lambda-python/issues/5906))
## Maintenance
* version bump
* **ci:** adding poetry export plugin to support v2 ([#5941](https://github.com/aws-powertools/powertools-lambda-python/issues/5941))
* **ci:** adding poetry export plugin to support v2 ([#5938](https://github.com/aws-powertools/powertools-lambda-python/issues/5938))
* **ci:** adjust token permission ([#5867](https://github.com/aws-powertools/powertools-lambda-python/issues/5867))
* **ci:** new pre-release 3.4.2a0 ([#5873](https://github.com/aws-powertools/powertools-lambda-python/issues/5873))
* **ci:** make `pyproject.toml` fully compatible with Poetryv2 ([#5902](https://github.com/aws-powertools/powertools-lambda-python/issues/5902))
* **ci:** drop support for Python 3.8 ([#5896](https://github.com/aws-powertools/powertools-lambda-python/issues/5896))
* **ci:** update poetry version to v2 ([#5936](https://github.com/aws-powertools/powertools-lambda-python/issues/5936))
* **ci:** fix permissions for gh pages ([#5866](https://github.com/aws-powertools/powertools-lambda-python/issues/5866))
* **deps:** bump pydantic from 2.10.5 to 2.10.6 ([#5918](https://github.com/aws-powertools/powertools-lambda-python/issues/5918))
* **deps:** bump squidfunk/mkdocs-material from `ba73db5` to `41942f7` in /docs ([#5890](https://github.com/aws-powertools/powertools-lambda-python/issues/5890))
* **deps-dev:** bump boto3-stubs from 1.36.4 to 1.36.5 ([#5919](https://github.com/aws-powertools/powertools-lambda-python/issues/5919))
* **deps-dev:** bump boto3-stubs from 1.36.4 to 1.36.6 ([#5923](https://github.com/aws-powertools/powertools-lambda-python/issues/5923))
* **deps-dev:** bump cfn-lint from 1.22.6 to 1.22.7 ([#5910](https://github.com/aws-powertools/powertools-lambda-python/issues/5910))
* **deps-dev:** bump testcontainers from 3.7.1 to 4.9.1 ([#5907](https://github.com/aws-powertools/powertools-lambda-python/issues/5907))
* **deps-dev:** bump pytest-benchmark from 4.0.0 to 5.1.0 ([#5909](https://github.com/aws-powertools/powertools-lambda-python/issues/5909))
* **deps-dev:** bump aws-cdk from 2.176.0 to 2.177.0 ([#5930](https://github.com/aws-powertools/powertools-lambda-python/issues/5930))
* **deps-dev:** bump pytest-cov from 5.0.0 to 6.0.0 ([#5908](https://github.com/aws-powertools/powertools-lambda-python/issues/5908))
* **deps-dev:** bump aws-cdk-lib from 2.176.0 to 2.177.0 ([#5931](https://github.com/aws-powertools/powertools-lambda-python/issues/5931))
* **deps-dev:** bump cfn-lint from 1.22.5 to 1.22.6 ([#5900](https://github.com/aws-powertools/powertools-lambda-python/issues/5900))
* **deps-dev:** bump boto3-stubs from 1.36.6 to 1.36.7 ([#5932](https://github.com/aws-powertools/powertools-lambda-python/issues/5932))
* **deps-dev:** bump boto3-stubs from 1.36.2 to 1.36.3 ([#5894](https://github.com/aws-powertools/powertools-lambda-python/issues/5894))
* **deps-dev:** bump pytest-asyncio from 0.24.0 to 0.25.2 ([#5920](https://github.com/aws-powertools/powertools-lambda-python/issues/5920))
* **deps-dev:** bump mkdocs-material from 9.5.49 to 9.5.50 ([#5889](https://github.com/aws-powertools/powertools-lambda-python/issues/5889))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.175.1a0 to 2.176.0a0 ([#5882](https://github.com/aws-powertools/powertools-lambda-python/issues/5882))
* **deps-dev:** bump boto3-stubs from 1.36.1 to 1.36.2 ([#5881](https://github.com/aws-powertools/powertools-lambda-python/issues/5881))
* **deps-dev:** bump aws-cdk from 2.175.1 to 2.176.0 ([#5878](https://github.com/aws-powertools/powertools-lambda-python/issues/5878))
* **deps-dev:** bump ruff from 0.9.1 to 0.9.2 ([#5877](https://github.com/aws-powertools/powertools-lambda-python/issues/5877))
* **deps-dev:** bump aws-cdk-lib from 2.175.1 to 2.176.0 ([#5876](https://github.com/aws-powertools/powertools-lambda-python/issues/5876))
* **deps-dev:** bump mypy-boto3-appconfigdata from 1.35.93 to 1.36.0 in the boto-typing group ([#5875](https://github.com/aws-powertools/powertools-lambda-python/issues/5875))
* **deps-dev:** bump sentry-sdk from 2.19.2 to 2.20.0 ([#5870](https://github.com/aws-powertools/powertools-lambda-python/issues/5870))
* **deps-dev:** bump boto3-stubs from 1.35.97 to 1.35.99 ([#5874](https://github.com/aws-powertools/powertools-lambda-python/issues/5874))
* **deps-dev:** bump cfn-lint from 1.22.4 to 1.22.5 ([#5872](https://github.com/aws-powertools/powertools-lambda-python/issues/5872))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.176.0a0 to 2.177.0a0 ([#5933](https://github.com/aws-powertools/powertools-lambda-python/issues/5933))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.289 to 0.1.290 ([#5917](https://github.com/aws-powertools/powertools-lambda-python/issues/5917))
* **deps-dev:** bump ruff from 0.9.2 to 0.9.3 ([#5911](https://github.com/aws-powertools/powertools-lambda-python/issues/5911))
<a name="v3.4.1"></a>
## [v3.4.1] - 2025-01-14
## Bug Fixes
* **appsync:** enhance consistency for custom resolver field naming in AppSync ([#5801](https://github.com/aws-powertools/powertools-lambda-python/issues/5801))
* **idempotency:** add support for Optional type when serializing output ([#5590](https://github.com/aws-powertools/powertools-lambda-python/issues/5590))
## Documentation
* **community:** data masking blog post ([#5831](https://github.com/aws-powertools/powertools-lambda-python/issues/5831))
* **home:** fix date typo and shorten message. ([#5798](https://github.com/aws-powertools/powertools-lambda-python/issues/5798))
* **layer:** update layer version number - v3.4.0 ([#5785](https://github.com/aws-powertools/powertools-lambda-python/issues/5785))
## Maintenance
* version bump
* **ci:** new pre-release 3.4.1a7 ([#5816](https://github.com/aws-powertools/powertools-lambda-python/issues/5816))
* **ci:** new pre-release 3.4.1a0 ([#5783](https://github.com/aws-powertools/powertools-lambda-python/issues/5783))
* **ci:** change token permissions ([#5862](https://github.com/aws-powertools/powertools-lambda-python/issues/5862))
* **ci:** change token permissions / update aws-credentials action ([#5861](https://github.com/aws-powertools/powertools-lambda-python/issues/5861))
* **ci:** fix dependency resolution ([#5859](https://github.com/aws-powertools/powertools-lambda-python/issues/5859))
* **ci:** fix dependency resolution ([#5858](https://github.com/aws-powertools/powertools-lambda-python/issues/5858))
* **ci:** change token permissions ([#5865](https://github.com/aws-powertools/powertools-lambda-python/issues/5865))
* **ci:** new pre-release 3.4.1a1 ([#5789](https://github.com/aws-powertools/powertools-lambda-python/issues/5789))
* **ci:** new pre-release 3.4.1a2 ([#5791](https://github.com/aws-powertools/powertools-lambda-python/issues/5791))
* **ci:** new pre-release 3.4.1a3 ([#5794](https://github.com/aws-powertools/powertools-lambda-python/issues/5794))
* **ci:** new pre-release 3.4.1a10 ([#5845](https://github.com/aws-powertools/powertools-lambda-python/issues/5845))
* **ci:** new pre-release 3.4.1a4 ([#5796](https://github.com/aws-powertools/powertools-lambda-python/issues/5796))
* **ci:** new pre-release 3.4.1a5 ([#5807](https://github.com/aws-powertools/powertools-lambda-python/issues/5807))
* **ci:** new pre-release 3.4.1a8 ([#5818](https://github.com/aws-powertools/powertools-lambda-python/issues/5818))
* **ci:** new pre-release 3.4.1a6 ([#5813](https://github.com/aws-powertools/powertools-lambda-python/issues/5813))
* **ci:** new pre-release 3.4.1a9 ([#5822](https://github.com/aws-powertools/powertools-lambda-python/issues/5822))
* **deps:** bump pydantic from 2.10.4 to 2.10.5 ([#5848](https://github.com/aws-powertools/powertools-lambda-python/issues/5848))
* **deps:** bump jinja2 from 3.1.4 to 3.1.5 in /docs ([#5787](https://github.com/aws-powertools/powertools-lambda-python/issues/5787))
* **deps:** bump pydantic-settings from 2.7.0 to 2.7.1 ([#5815](https://github.com/aws-powertools/powertools-lambda-python/issues/5815))
* **deps-dev:** bump ruff from 0.8.4 to 0.8.6 ([#5833](https://github.com/aws-powertools/powertools-lambda-python/issues/5833))
* **deps-dev:** bump boto3-stubs from 1.35.90 to 1.35.92 ([#5827](https://github.com/aws-powertools/powertools-lambda-python/issues/5827))
* **deps-dev:** bump aws-cdk from 2.173.4 to 2.174.0 ([#5832](https://github.com/aws-powertools/powertools-lambda-python/issues/5832))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.173.2a0 to 2.173.4a0 ([#5811](https://github.com/aws-powertools/powertools-lambda-python/issues/5811))
* **deps-dev:** bump cfn-lint from 1.22.2 to 1.22.3 ([#5810](https://github.com/aws-powertools/powertools-lambda-python/issues/5810))
* **deps-dev:** bump boto3-stubs from 1.35.89 to 1.35.90 ([#5809](https://github.com/aws-powertools/powertools-lambda-python/issues/5809))
* **deps-dev:** bump mypy from 1.14.0 to 1.14.1 ([#5812](https://github.com/aws-powertools/powertools-lambda-python/issues/5812))
* **deps-dev:** bump boto3-stubs from 1.35.92 to 1.35.93 ([#5835](https://github.com/aws-powertools/powertools-lambda-python/issues/5835))
* **deps-dev:** bump aws-cdk-lib from 2.173.4 to 2.174.1 ([#5838](https://github.com/aws-powertools/powertools-lambda-python/issues/5838))
* **deps-dev:** bump mypy-boto3-appconfigdata from 1.35.0 to 1.35.93 in the boto-typing group ([#5840](https://github.com/aws-powertools/powertools-lambda-python/issues/5840))
* **deps-dev:** bump aws-cdk-lib from 2.173.2 to 2.173.4 ([#5803](https://github.com/aws-powertools/powertools-lambda-python/issues/5803))
* **deps-dev:** bump aws-cdk from 2.173.2 to 2.173.4 ([#5802](https://github.com/aws-powertools/powertools-lambda-python/issues/5802))
* **deps-dev:** bump boto3-stubs from 1.35.87 to 1.35.89 ([#5804](https://github.com/aws-powertools/powertools-lambda-python/issues/5804))
* **deps-dev:** bump jinja2 from 3.1.4 to 3.1.5 ([#5788](https://github.com/aws-powertools/powertools-lambda-python/issues/5788))
* **deps-dev:** bump aws-cdk from 2.174.0 to 2.174.1 ([#5841](https://github.com/aws-powertools/powertools-lambda-python/issues/5841))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.173.4a0 to 2.174.1a0 ([#5842](https://github.com/aws-powertools/powertools-lambda-python/issues/5842))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.287 to 0.1.288 ([#5793](https://github.com/aws-powertools/powertools-lambda-python/issues/5793))
* **deps-dev:** bump boto3-stubs from 1.35.93 to 1.35.94 ([#5844](https://github.com/aws-powertools/powertools-lambda-python/issues/5844))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.288 to 0.1.289 ([#5843](https://github.com/aws-powertools/powertools-lambda-python/issues/5843))
* **deps-dev:** bump boto3-stubs from 1.35.94 to 1.35.95 ([#5847](https://github.com/aws-powertools/powertools-lambda-python/issues/5847))
* **deps-dev:** bump cfn-lint from 1.22.3 to 1.22.4 ([#5849](https://github.com/aws-powertools/powertools-lambda-python/issues/5849))
* **deps-dev:** bump boto3-stubs from 1.35.95 to 1.35.96 ([#5850](https://github.com/aws-powertools/powertools-lambda-python/issues/5850))
* **deps-dev:** bump boto3-stubs from 1.35.96 to 1.35.97 ([#5852](https://github.com/aws-powertools/powertools-lambda-python/issues/5852))
* **deps-dev:** bump boto3-stubs from 1.35.86 to 1.35.87 ([#5786](https://github.com/aws-powertools/powertools-lambda-python/issues/5786))
* **deps-dev:** bump aws-cdk from 2.174.1 to 2.175.0 ([#5854](https://github.com/aws-powertools/powertools-lambda-python/issues/5854))
* **deps-dev:** bump aws-cdk from 2.175.0 to 2.175.1 ([#5863](https://github.com/aws-powertools/powertools-lambda-python/issues/5863))
* **deps-dev:** bump boto3-stubs from 1.35.85 to 1.35.86 ([#5780](https://github.com/aws-powertools/powertools-lambda-python/issues/5780))
* **deps-dev:** bump mypy from 1.13.0 to 1.14.0 ([#5779](https://github.com/aws-powertools/powertools-lambda-python/issues/5779))
* **deps-dev:** bump ruff from 0.8.6 to 0.9.1 ([#5853](https://github.com/aws-powertools/powertools-lambda-python/issues/5853))
* **deps-dev:** bump aws-cdk-lib from 2.174.1 to 2.175.1 ([#5856](https://github.com/aws-powertools/powertools-lambda-python/issues/5856))
<a name="v3.4.0"></a>
## [v3.4.0] - 2024-12-20
## Bug Fixes
* **ci:** add overwrite to SSM workflow ([#5775](https://github.com/aws-powertools/powertools-lambda-python/issues/5775))
* **docs:** typo in homepage extra dependencies command ([#5681](https://github.com/aws-powertools/powertools-lambda-python/issues/5681))
* **openapi:** Allow values of any type in the examples of the Schema Object. ([#5575](https://github.com/aws-powertools/powertools-lambda-python/issues/5575))
* **parser:** remove AttributeError validation from event_parser function ([#5742](https://github.com/aws-powertools/powertools-lambda-python/issues/5742))
* **parser:** remove 'aws:' prefix from SelfManagedKafka model ([#5584](https://github.com/aws-powertools/powertools-lambda-python/issues/5584))
## Code Refactoring
* **event_handler:** add type annotations for router decorators ([#5601](https://github.com/aws-powertools/powertools-lambda-python/issues/5601))
* **event_handler:** add type annotations for `resolve` function ([#5602](https://github.com/aws-powertools/powertools-lambda-python/issues/5602))
## Documentation
* **layer:** update layer version number - v3.3.0 ([#5562](https://github.com/aws-powertools/powertools-lambda-python/issues/5562))
## Features
* **event_handler:** mark API operation as deprecated for OpenAPI documentation ([#5732](https://github.com/aws-powertools/powertools-lambda-python/issues/5732))
* **event_handler:** add exception handling mechanism for AppSyncResolver ([#5588](https://github.com/aws-powertools/powertools-lambda-python/issues/5588))
* **event_source:** Extend CodePipeline Artifact Capabilities ([#5448](https://github.com/aws-powertools/powertools-lambda-python/issues/5448))
* **layer:** add new ap-southeast-5 region ([#5769](https://github.com/aws-powertools/powertools-lambda-python/issues/5769))
* **metrics:** warn when overwriting dimension ([#5653](https://github.com/aws-powertools/powertools-lambda-python/issues/5653))
* **parser:** add models for API GW Websockets events ([#5597](https://github.com/aws-powertools/powertools-lambda-python/issues/5597))
* **ssm:** Parameters for resolving to versioned layers ([#5754](https://github.com/aws-powertools/powertools-lambda-python/issues/5754))
## Maintenance
* version bump
* **ci:** new pre-release 3.3.1a14 ([#5713](https://github.com/aws-powertools/powertools-lambda-python/issues/5713))
* **ci:** new pre-release 3.3.1a21 ([#5773](https://github.com/aws-powertools/powertools-lambda-python/issues/5773))
* **ci:** new pre-release 3.3.1a0 ([#5565](https://github.com/aws-powertools/powertools-lambda-python/issues/5565))
* **ci:** new pre-release 3.3.1a1 ([#5577](https://github.com/aws-powertools/powertools-lambda-python/issues/5577))
* **ci:** disable dry run in layer balancing workflow ([#5768](https://github.com/aws-powertools/powertools-lambda-python/issues/5768))
* **ci:** new pre-release 3.3.1a20 ([#5766](https://github.com/aws-powertools/powertools-lambda-python/issues/5766))
* **ci:** new pre-release 3.3.1a10 ([#5679](https://github.com/aws-powertools/powertools-lambda-python/issues/5679))
* **ci:** add workflow to balance layers per region ([#5752](https://github.com/aws-powertools/powertools-lambda-python/issues/5752))
* **ci:** new pre-release 3.3.1a9 ([#5668](https://github.com/aws-powertools/powertools-lambda-python/issues/5668))
* **ci:** new pre-release 3.3.1a19 ([#5757](https://github.com/aws-powertools/powertools-lambda-python/issues/5757))
* **ci:** new pre-release 3.3.1a8 ([#5663](https://github.com/aws-powertools/powertools-lambda-python/issues/5663))
* **ci:** adding missing region in matrix ([#5777](https://github.com/aws-powertools/powertools-lambda-python/issues/5777))
* **ci:** new pre-release 3.3.1a2 ([#5585](https://github.com/aws-powertools/powertools-lambda-python/issues/5585))
* **ci:** new pre-release 3.3.1a11 ([#5688](https://github.com/aws-powertools/powertools-lambda-python/issues/5688))
* **ci:** new pre-release 3.3.1a3 ([#5598](https://github.com/aws-powertools/powertools-lambda-python/issues/5598))
* **ci:** new pre-release 3.3.1a7 ([#5656](https://github.com/aws-powertools/powertools-lambda-python/issues/5656))
* **ci:** new pre-release 3.3.1a6 ([#5650](https://github.com/aws-powertools/powertools-lambda-python/issues/5650))
* **ci:** new pre-release 3.3.1a12 ([#5697](https://github.com/aws-powertools/powertools-lambda-python/issues/5697))
* **ci:** new pre-release 3.3.1a18 ([#5739](https://github.com/aws-powertools/powertools-lambda-python/issues/5739))
* **ci:** replace closed-issue-message action with powertools action ([#5641](https://github.com/aws-powertools/powertools-lambda-python/issues/5641))
* **ci:** new pre-release 3.3.1a17 ([#5733](https://github.com/aws-powertools/powertools-lambda-python/issues/5733))
* **ci:** new pre-release 3.3.1a4 ([#5612](https://github.com/aws-powertools/powertools-lambda-python/issues/5612))
* **ci:** new pre-release 3.3.1a13 ([#5707](https://github.com/aws-powertools/powertools-lambda-python/issues/5707))
* **ci:** new pre-release 3.3.1a16 ([#5725](https://github.com/aws-powertools/powertools-lambda-python/issues/5725))
* **ci:** remove poetry cache in quality check pipeline ([#5626](https://github.com/aws-powertools/powertools-lambda-python/issues/5626))
* **ci:** revert closed issue action update ([#5637](https://github.com/aws-powertools/powertools-lambda-python/issues/5637))
* **ci:** new pre-release 3.3.1a15 ([#5720](https://github.com/aws-powertools/powertools-lambda-python/issues/5720))
* **ci:** new pre-release 3.3.1a5 ([#5639](https://github.com/aws-powertools/powertools-lambda-python/issues/5639))
* **deps:** bump squidfunk/mkdocs-material from `ef0b45e` to `d063d84` in /docs ([#5649](https://github.com/aws-powertools/powertools-lambda-python/issues/5649))
* **deps:** bump pydantic from 2.10.0 to 2.10.1 ([#5632](https://github.com/aws-powertools/powertools-lambda-python/issues/5632))
* **deps:** bump pypa/gh-action-pypi-publish from 1.12.2 to 1.12.3 ([#5709](https://github.com/aws-powertools/powertools-lambda-python/issues/5709))
* **deps:** bump codecov/codecov-action from 5.0.3 to 5.0.7 ([#5617](https://github.com/aws-powertools/powertools-lambda-python/issues/5617))
* **deps:** bump actions/dependency-review-action from 4.4.0 to 4.5.0 ([#5616](https://github.com/aws-powertools/powertools-lambda-python/issues/5616))
* **deps:** bump squidfunk/mkdocs-material from `ce587cb` to `ef0b45e` in /docs ([#5603](https://github.com/aws-powertools/powertools-lambda-python/issues/5603))
* **deps:** bump squidfunk/mkdocs-material from `d063d84` to `3f571e7` in /docs ([#5678](https://github.com/aws-powertools/powertools-lambda-python/issues/5678))
* **deps:** bump redis from 5.2.0 to 5.2.1 ([#5701](https://github.com/aws-powertools/powertools-lambda-python/issues/5701))
* **deps:** bump pydantic-settings from 2.6.1 to 2.7.0 ([#5735](https://github.com/aws-powertools/powertools-lambda-python/issues/5735))
* **deps:** bump aws-actions/closed-issue-message from 80edfc24bdf1283400eb04d20a8a605ae8bf7d48 to 37548691e7cc75ba58f85c9f873f9eee43590449 ([#5606](https://github.com/aws-powertools/powertools-lambda-python/issues/5606))
* **deps:** bump pydantic from 2.9.2 to 2.10.0 ([#5611](https://github.com/aws-powertools/powertools-lambda-python/issues/5611))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.17 to 3.0.18 ([#5743](https://github.com/aws-powertools/powertools-lambda-python/issues/5743))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.16 to 3.0.17 ([#5643](https://github.com/aws-powertools/powertools-lambda-python/issues/5643))
* **deps:** bump squidfunk/mkdocs-material from `3f571e7` to `d485eb6` in /docs ([#5710](https://github.com/aws-powertools/powertools-lambda-python/issues/5710))
* **deps:** bump codecov/codecov-action from 5.0.7 to 5.1.0 ([#5692](https://github.com/aws-powertools/powertools-lambda-python/issues/5692))
* **deps:** bump pydantic from 2.10.1 to 2.10.2 ([#5654](https://github.com/aws-powertools/powertools-lambda-python/issues/5654))
* **deps:** bump squidfunk/mkdocs-material from `d485eb6` to `ba73db5` in /docs ([#5746](https://github.com/aws-powertools/powertools-lambda-python/issues/5746))
* **deps:** bump docker/setup-buildx-action from 3.7.1 to 3.8.0 ([#5744](https://github.com/aws-powertools/powertools-lambda-python/issues/5744))
* **deps:** bump datadog-lambda from 6.101.0 to 6.102.0 ([#5570](https://github.com/aws-powertools/powertools-lambda-python/issues/5570))
* **deps:** bump pydantic from 2.10.2 to 2.10.3 ([#5682](https://github.com/aws-powertools/powertools-lambda-python/issues/5682))
* **deps:** bump aws-encryption-sdk from 3.3.0 to 4.0.0 ([#5564](https://github.com/aws-powertools/powertools-lambda-python/issues/5564))
* **deps:** bump pydantic from 2.10.3 to 2.10.4 ([#5760](https://github.com/aws-powertools/powertools-lambda-python/issues/5760))
* **deps:** bump actions/upload-artifact from 4.4.3 to 4.5.0 ([#5763](https://github.com/aws-powertools/powertools-lambda-python/issues/5763))
* **deps:** bump codecov/codecov-action from 5.1.1 to 5.1.2 ([#5764](https://github.com/aws-powertools/powertools-lambda-python/issues/5764))
* **deps:** bump codecov/codecov-action from 4.6.0 to 5.0.2 ([#5567](https://github.com/aws-powertools/powertools-lambda-python/issues/5567))
* **deps:** bump fastjsonschema from 2.20.0 to 2.21.1 ([#5676](https://github.com/aws-powertools/powertools-lambda-python/issues/5676))
* **deps:** bump datadog-lambda from 6.102.0 to 6.104.0 ([#5631](https://github.com/aws-powertools/powertools-lambda-python/issues/5631))
* **deps:** bump codecov/codecov-action from 5.1.0 to 5.1.1 ([#5703](https://github.com/aws-powertools/powertools-lambda-python/issues/5703))
* **deps:** bump codecov/codecov-action from 5.0.2 to 5.0.3 ([#5592](https://github.com/aws-powertools/powertools-lambda-python/issues/5592))
* **deps-dev:** bump httpx from 0.27.2 to 0.28.0 ([#5665](https://github.com/aws-powertools/powertools-lambda-python/issues/5665))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.171.0a0 to 2.171.1a0 ([#5666](https://github.com/aws-powertools/powertools-lambda-python/issues/5666))
* **deps-dev:** bump aws-cdk from 2.171.0 to 2.171.1 ([#5662](https://github.com/aws-powertools/powertools-lambda-python/issues/5662))
* **deps-dev:** bump aws-cdk-lib from 2.171.0 to 2.171.1 ([#5661](https://github.com/aws-powertools/powertools-lambda-python/issues/5661))
* **deps-dev:** bump boto3-stubs from 1.35.69 to 1.35.71 ([#5660](https://github.com/aws-powertools/powertools-lambda-python/issues/5660))
* **deps-dev:** bump cfn-lint from 1.20.0 to 1.20.1 ([#5659](https://github.com/aws-powertools/powertools-lambda-python/issues/5659))
* **deps-dev:** bump mkdocs-material from 9.5.46 to 9.5.47 ([#5677](https://github.com/aws-powertools/powertools-lambda-python/issues/5677))
* **deps-dev:** bump cfn-lint from 1.20.1 to 1.20.2 ([#5686](https://github.com/aws-powertools/powertools-lambda-python/issues/5686))
* **deps-dev:** bump boto3-stubs from 1.35.71 to 1.35.74 ([#5691](https://github.com/aws-powertools/powertools-lambda-python/issues/5691))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.284 to 0.1.285 ([#5642](https://github.com/aws-powertools/powertools-lambda-python/issues/5642))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.170.0a0 to 2.171.0a0 ([#5655](https://github.com/aws-powertools/powertools-lambda-python/issues/5655))
* **deps-dev:** bump ruff from 0.8.1 to 0.8.2 ([#5693](https://github.com/aws-powertools/powertools-lambda-python/issues/5693))
* **deps-dev:** bump pytest from 8.3.3 to 8.3.4 ([#5695](https://github.com/aws-powertools/powertools-lambda-python/issues/5695))
* **deps-dev:** bump mkdocs-material from 9.5.45 to 9.5.46 ([#5645](https://github.com/aws-powertools/powertools-lambda-python/issues/5645))
* **deps-dev:** bump sentry-sdk from 2.19.0 to 2.19.1 ([#5694](https://github.com/aws-powertools/powertools-lambda-python/issues/5694))
* **deps-dev:** bump aws-cdk-lib from 2.170.0 to 2.171.0 ([#5647](https://github.com/aws-powertools/powertools-lambda-python/issues/5647))
* **deps-dev:** bump aws-cdk from 2.170.0 to 2.171.0 ([#5648](https://github.com/aws-powertools/powertools-lambda-python/issues/5648))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.285 to 0.1.287 ([#5685](https://github.com/aws-powertools/powertools-lambda-python/issues/5685))
* **deps-dev:** bump boto3-stubs from 1.35.67 to 1.35.69 ([#5652](https://github.com/aws-powertools/powertools-lambda-python/issues/5652))
* **deps-dev:** bump sentry-sdk from 2.19.1 to 2.19.2 ([#5699](https://github.com/aws-powertools/powertools-lambda-python/issues/5699))
* **deps-dev:** bump ruff from 0.7.4 to 0.8.0 ([#5630](https://github.com/aws-powertools/powertools-lambda-python/issues/5630))
* **deps-dev:** bump types-python-dateutil from 2.9.0.20241003 to 2.9.0.20241206 ([#5700](https://github.com/aws-powertools/powertools-lambda-python/issues/5700))
* **deps-dev:** bump httpx from 0.28.0 to 0.28.1 ([#5702](https://github.com/aws-powertools/powertools-lambda-python/issues/5702))
* **deps-dev:** bump aws-cdk from 2.171.1 to 2.172.0 ([#5712](https://github.com/aws-powertools/powertools-lambda-python/issues/5712))
* **deps-dev:** bump cfn-lint from 1.20.2 to 1.21.0 ([#5711](https://github.com/aws-powertools/powertools-lambda-python/issues/5711))
* **deps-dev:** bump boto3-stubs from 1.35.76 to 1.35.77 ([#5716](https://github.com/aws-powertools/powertools-lambda-python/issues/5716))
* **deps-dev:** bump aws-cdk-lib from 2.171.1 to 2.172.0 ([#5719](https://github.com/aws-powertools/powertools-lambda-python/issues/5719))
* **deps-dev:** bump cfn-lint from 1.21.0 to 1.22.0 ([#5718](https://github.com/aws-powertools/powertools-lambda-python/issues/5718))
* **deps-dev:** bump aws-cdk from 2.169.0 to 2.170.0 ([#5628](https://github.com/aws-powertools/powertools-lambda-python/issues/5628))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.167.2a0 to 2.170.0a0 ([#5629](https://github.com/aws-powertools/powertools-lambda-python/issues/5629))
* **deps-dev:** bump boto3-stubs from 1.35.77 to 1.35.78 ([#5723](https://github.com/aws-powertools/powertools-lambda-python/issues/5723))
* **deps-dev:** bump sentry-sdk from 2.18.0 to 2.19.0 ([#5633](https://github.com/aws-powertools/powertools-lambda-python/issues/5633))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.171.1a0 to 2.172.0a0 ([#5724](https://github.com/aws-powertools/powertools-lambda-python/issues/5724))
* **deps-dev:** bump aws-cdk from 2.172.0 to 2.173.0 ([#5727](https://github.com/aws-powertools/powertools-lambda-python/issues/5727))
* **deps-dev:** bump mkdocs-material from 9.5.44 to 9.5.45 ([#5610](https://github.com/aws-powertools/powertools-lambda-python/issues/5610))
* **deps-dev:** bump ruff from 0.8.2 to 0.8.3 ([#5728](https://github.com/aws-powertools/powertools-lambda-python/issues/5728))
* **deps-dev:** bump boto3-stubs from 1.35.64 to 1.35.67 ([#5621](https://github.com/aws-powertools/powertools-lambda-python/issues/5621))
* **deps-dev:** bump aws-cdk-lib from 2.167.2 to 2.170.0 ([#5622](https://github.com/aws-powertools/powertools-lambda-python/issues/5622))
* **deps-dev:** bump cfn-lint from 1.22.0 to 1.22.1 ([#5729](https://github.com/aws-powertools/powertools-lambda-python/issues/5729))
* **deps-dev:** bump aws-cdk from 2.167.2 to 2.169.0 ([#5618](https://github.com/aws-powertools/powertools-lambda-python/issues/5618))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.282 to 0.1.284 ([#5607](https://github.com/aws-powertools/powertools-lambda-python/issues/5607))
* **deps-dev:** bump boto3-stubs from 1.35.78 to 1.35.80 ([#5730](https://github.com/aws-powertools/powertools-lambda-python/issues/5730))
* **deps-dev:** bump aws-cdk-lib from 2.172.0 to 2.173.0 ([#5731](https://github.com/aws-powertools/powertools-lambda-python/issues/5731))
* **deps-dev:** bump mkdocs-material from 9.5.47 to 9.5.48 ([#5717](https://github.com/aws-powertools/powertools-lambda-python/issues/5717))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.172.0a0 to 2.173.0a0 ([#5736](https://github.com/aws-powertools/powertools-lambda-python/issues/5736))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.167.1a0 to 2.167.2a0 ([#5619](https://github.com/aws-powertools/powertools-lambda-python/issues/5619))
* **deps-dev:** bump boto3-stubs from 1.35.80 to 1.35.81 ([#5750](https://github.com/aws-powertools/powertools-lambda-python/issues/5750))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.281 to 0.1.282 ([#5594](https://github.com/aws-powertools/powertools-lambda-python/issues/5594))
* **deps-dev:** bump cfn-lint from 1.19.0 to 1.20.0 ([#5595](https://github.com/aws-powertools/powertools-lambda-python/issues/5595))
* **deps-dev:** bump aws-cdk from 2.167.1 to 2.167.2 ([#5593](https://github.com/aws-powertools/powertools-lambda-python/issues/5593))
* **deps-dev:** bump cfn-lint from 1.22.1 to 1.22.2 ([#5749](https://github.com/aws-powertools/powertools-lambda-python/issues/5749))
* **deps-dev:** bump aws-cdk-lib from 2.167.1 to 2.167.2 ([#5596](https://github.com/aws-powertools/powertools-lambda-python/issues/5596))
* **deps-dev:** bump aws-cdk from 2.173.0 to 2.173.1 ([#5745](https://github.com/aws-powertools/powertools-lambda-python/issues/5745))
* **deps-dev:** bump boto3-stubs from 1.35.63 to 1.35.64 ([#5582](https://github.com/aws-powertools/powertools-lambda-python/issues/5582))
* **deps-dev:** bump mkdocs-material from 9.5.48 to 9.5.49 ([#5748](https://github.com/aws-powertools/powertools-lambda-python/issues/5748))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.167.0a0 to 2.167.1a0 ([#5583](https://github.com/aws-powertools/powertools-lambda-python/issues/5583))
* **deps-dev:** bump aws-cdk-lib from 2.173.0 to 2.173.1 ([#5747](https://github.com/aws-powertools/powertools-lambda-python/issues/5747))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.173.0a0 to 2.173.1a0 ([#5755](https://github.com/aws-powertools/powertools-lambda-python/issues/5755))
* **deps-dev:** bump aws-cdk from 2.173.1 to 2.173.2 ([#5762](https://github.com/aws-powertools/powertools-lambda-python/issues/5762))
* **deps-dev:** bump boto3-stubs from 1.35.81 to 1.35.84 ([#5765](https://github.com/aws-powertools/powertools-lambda-python/issues/5765))
* **deps-dev:** bump boto3-stubs from 1.35.60 to 1.35.63 ([#5581](https://github.com/aws-powertools/powertools-lambda-python/issues/5581))
* **deps-dev:** bump ruff from 0.8.0 to 0.8.1 ([#5671](https://github.com/aws-powertools/powertools-lambda-python/issues/5671))
* **deps-dev:** bump aws-cdk from 2.167.0 to 2.167.1 ([#5572](https://github.com/aws-powertools/powertools-lambda-python/issues/5572))
* **deps-dev:** bump boto3-stubs from 1.35.84 to 1.35.85 ([#5770](https://github.com/aws-powertools/powertools-lambda-python/issues/5770))
* **deps-dev:** bump ruff from 0.7.3 to 0.7.4 ([#5569](https://github.com/aws-powertools/powertools-lambda-python/issues/5569))
* **deps-dev:** bump aws-cdk-lib from 2.167.0 to 2.167.1 ([#5568](https://github.com/aws-powertools/powertools-lambda-python/issues/5568))
* **deps-dev:** bump ruff from 0.8.3 to 0.8.4 ([#5772](https://github.com/aws-powertools/powertools-lambda-python/issues/5772))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.173.1a0 to 2.173.2a0 ([#5771](https://github.com/aws-powertools/powertools-lambda-python/issues/5771))
* **deps-dev:** bump aws-cdk-lib from 2.173.1 to 2.173.2 ([#5759](https://github.com/aws-powertools/powertools-lambda-python/issues/5759))
* **layers:** balance Python 3.13 layers in GovCloud partition ([#5579](https://github.com/aws-powertools/powertools-lambda-python/issues/5579))
<a name="v3.3.0"></a>
## [v3.3.0] - 2024-11-14
## Bug Fixes
* **appsync:** make contextual data accessible for async functions ([#5317](https://github.com/aws-powertools/powertools-lambda-python/issues/5317))
* **ci:** Update output to something easily copy/pasteable ([#5435](https://github.com/aws-powertools/powertools-lambda-python/issues/5435))
* **ci:** remove space ([#5433](https://github.com/aws-powertools/powertools-lambda-python/issues/5433))
* **metrics:** add warning for invalid dimension values; prevent their addition to EMF blobs ([#5542](https://github.com/aws-powertools/powertools-lambda-python/issues/5542))
* **parameters:** fix force_fetch feature when working with get_parameters ([#5515](https://github.com/aws-powertools/powertools-lambda-python/issues/5515))
* **parser:** support TypeAdapter instances as models ([#5535](https://github.com/aws-powertools/powertools-lambda-python/issues/5535))
## Documentation
* **layer:** update layer version number - v3.2.0 ([#5426](https://github.com/aws-powertools/powertools-lambda-python/issues/5426))
* **parser:** change parser documentation ([#5262](https://github.com/aws-powertools/powertools-lambda-python/issues/5262))
## Features
* **event_handler:** mutualTLS Security Scheme for OpenAPI ([#5484](https://github.com/aws-powertools/powertools-lambda-python/issues/5484))
* **layers:** introduce new CDK Python constructor for Powertools Lambda Layer ([#5320](https://github.com/aws-powertools/powertools-lambda-python/issues/5320))
* **runtime:** add Python 3.13 support ([#5527](https://github.com/aws-powertools/powertools-lambda-python/issues/5527))
## Maintenance
* version bump
* **ci:** Bump CDK version to build layers and fix imports ([#5555](https://github.com/aws-powertools/powertools-lambda-python/issues/5555))
* **ci:** new pre-release 3.2.1a0 ([#5434](https://github.com/aws-powertools/powertools-lambda-python/issues/5434))
* **ci:** new pre-release 3.2.1a15 ([#5551](https://github.com/aws-powertools/powertools-lambda-python/issues/5551))
* **ci:** new pre-release 3.2.1a14 ([#5545](https://github.com/aws-powertools/powertools-lambda-python/issues/5545))
* **ci:** fix imports to build Lambda layer ([#5557](https://github.com/aws-powertools/powertools-lambda-python/issues/5557))
* **ci:** new pre-release 3.2.1a1 ([#5443](https://github.com/aws-powertools/powertools-lambda-python/issues/5443))
* **ci:** bump minimum required pydantic version ([#5446](https://github.com/aws-powertools/powertools-lambda-python/issues/5446))
* **ci:** new pre-release 3.2.1a2 ([#5456](https://github.com/aws-powertools/powertools-lambda-python/issues/5456))
* **ci:** new pre-release 3.2.1a12 ([#5524](https://github.com/aws-powertools/powertools-lambda-python/issues/5524))
* **ci:** new pre-release 3.2.1a3 ([#5465](https://github.com/aws-powertools/powertools-lambda-python/issues/5465))
* **ci:** new pre-release 3.2.1a4 ([#5470](https://github.com/aws-powertools/powertools-lambda-python/issues/5470))
* **ci:** new pre-release 3.2.1a5 ([#5473](https://github.com/aws-powertools/powertools-lambda-python/issues/5473))
* **ci:** new pre-release 3.2.1a11 ([#5517](https://github.com/aws-powertools/powertools-lambda-python/issues/5517))
* **ci:** new pre-release 3.2.1a6 ([#5480](https://github.com/aws-powertools/powertools-lambda-python/issues/5480))
* **ci:** new pre-release 3.2.1a7 ([#5488](https://github.com/aws-powertools/powertools-lambda-python/issues/5488))
* **ci:** new pre-release 3.2.1a10 ([#5509](https://github.com/aws-powertools/powertools-lambda-python/issues/5509))
* **ci:** new pre-release 3.2.1a8 ([#5497](https://github.com/aws-powertools/powertools-lambda-python/issues/5497))
* **ci:** new pre-release 3.2.1a9 ([#5504](https://github.com/aws-powertools/powertools-lambda-python/issues/5504))
* **ci:** new pre-release 3.2.1a13 ([#5537](https://github.com/aws-powertools/powertools-lambda-python/issues/5537))
* **deps:** bump pypa/gh-action-pypi-publish from 1.10.3 to 1.11.0 ([#5477](https://github.com/aws-powertools/powertools-lambda-python/issues/5477))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.15 to 3.0.16 ([#5499](https://github.com/aws-powertools/powertools-lambda-python/issues/5499))
* **deps:** bump actions/dependency-review-action from 4.3.4 to 4.3.5 ([#5431](https://github.com/aws-powertools/powertools-lambda-python/issues/5431))
* **deps:** bump actions/setup-python from 5.2.0 to 5.3.0 ([#5529](https://github.com/aws-powertools/powertools-lambda-python/issues/5529))
* **deps:** bump datadog-lambda from 6.99.0 to 6.100.0 ([#5491](https://github.com/aws-powertools/powertools-lambda-python/issues/5491))
* **deps:** bump actions/checkout from 4.2.1 to 4.2.2 ([#5438](https://github.com/aws-powertools/powertools-lambda-python/issues/5438))
* **deps:** bump actions/checkout from 4.2.0 to 4.2.2 ([#5531](https://github.com/aws-powertools/powertools-lambda-python/issues/5531))
* **deps:** bump actions/setup-node from 4.0.4 to 4.1.0 ([#5450](https://github.com/aws-powertools/powertools-lambda-python/issues/5450))
* **deps:** bump squidfunk/mkdocs-material from `2c2802b` to `ce587cb` in /docs ([#5507](https://github.com/aws-powertools/powertools-lambda-python/issues/5507))
* **deps:** bump actions/setup-python from 5.2.0 to 5.3.0 ([#5449](https://github.com/aws-powertools/powertools-lambda-python/issues/5449))
* **deps:** bump redis from 5.1.1 to 5.2.0 ([#5454](https://github.com/aws-powertools/powertools-lambda-python/issues/5454))
* **deps:** bump docker/setup-buildx-action from 2.4.1 to 3.7.1 ([#5530](https://github.com/aws-powertools/powertools-lambda-python/issues/5530))
* **deps:** bump squidfunk/mkdocs-material from `31eb7f7` to `2c2802b` in /docs ([#5487](https://github.com/aws-powertools/powertools-lambda-python/issues/5487))
* **deps:** bump docker/setup-qemu-action from 2.1.0 to 3.2.0 ([#5528](https://github.com/aws-powertools/powertools-lambda-python/issues/5528))
* **deps:** bump actions/dependency-review-action from 4.3.5 to 4.4.0 ([#5469](https://github.com/aws-powertools/powertools-lambda-python/issues/5469))
* **deps:** bump datadog-lambda from 6.100.0 to 6.101.0 ([#5513](https://github.com/aws-powertools/powertools-lambda-python/issues/5513))
* **deps:** bump pypa/gh-action-pypi-publish from 1.11.0 to 1.12.1 ([#5514](https://github.com/aws-powertools/powertools-lambda-python/issues/5514))
* **deps:** bump pypa/gh-action-pypi-publish from 1.12.1 to 1.12.2 ([#5519](https://github.com/aws-powertools/powertools-lambda-python/issues/5519))
* **deps-dev:** bump sentry-sdk from 2.17.0 to 2.18.0 ([#5502](https://github.com/aws-powertools/powertools-lambda-python/issues/5502))
* **deps-dev:** bump boto3-stubs from 1.35.51 to 1.35.52 ([#5478](https://github.com/aws-powertools/powertools-lambda-python/issues/5478))
* **deps-dev:** bump mkdocs-material from 9.5.43 to 9.5.44 ([#5506](https://github.com/aws-powertools/powertools-lambda-python/issues/5506))
* **deps-dev:** bump cfn-lint from 1.18.2 to 1.18.3 ([#5479](https://github.com/aws-powertools/powertools-lambda-python/issues/5479))
* **deps-dev:** bump boto3-stubs from 1.35.49 to 1.35.51 ([#5472](https://github.com/aws-powertools/powertools-lambda-python/issues/5472))
* **deps-dev:** bump aws-cdk from 2.165.0 to 2.166.0 ([#5520](https://github.com/aws-powertools/powertools-lambda-python/issues/5520))
* **deps-dev:** bump aws-cdk-lib from 2.165.0 to 2.166.0 ([#5522](https://github.com/aws-powertools/powertools-lambda-python/issues/5522))
* **deps-dev:** bump boto3-stubs from 1.35.52 to 1.35.53 ([#5485](https://github.com/aws-powertools/powertools-lambda-python/issues/5485))
* **deps-dev:** bump cfn-lint from 1.18.1 to 1.18.2 ([#5468](https://github.com/aws-powertools/powertools-lambda-python/issues/5468))
* **deps-dev:** bump boto3-stubs from 1.35.54 to 1.35.56 ([#5523](https://github.com/aws-powertools/powertools-lambda-python/issues/5523))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.163.1a0 to 2.164.1a0 ([#5467](https://github.com/aws-powertools/powertools-lambda-python/issues/5467))
* **deps-dev:** bump mkdocs-material from 9.5.42 to 9.5.43 ([#5486](https://github.com/aws-powertools/powertools-lambda-python/issues/5486))
* **deps-dev:** bump aws-cdk from 2.164.0 to 2.164.1 ([#5462](https://github.com/aws-powertools/powertools-lambda-python/issues/5462))
* **deps-dev:** bump boto3-stubs from 1.35.46 to 1.35.49 ([#5460](https://github.com/aws-powertools/powertools-lambda-python/issues/5460))
* **deps-dev:** bump aws-cdk-lib from 2.164.0 to 2.164.1 ([#5459](https://github.com/aws-powertools/powertools-lambda-python/issues/5459))
* **deps-dev:** bump ruff from 0.7.0 to 0.7.1 ([#5451](https://github.com/aws-powertools/powertools-lambda-python/issues/5451))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.278 to 0.1.279 ([#5512](https://github.com/aws-powertools/powertools-lambda-python/issues/5512))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.165.0a0 to 2.166.0a0 ([#5533](https://github.com/aws-powertools/powertools-lambda-python/issues/5533))
* **deps-dev:** bump aws-cdk-lib from 2.163.1 to 2.164.0 ([#5453](https://github.com/aws-powertools/powertools-lambda-python/issues/5453))
* **deps-dev:** bump aws-cdk from 2.163.1 to 2.164.0 ([#5452](https://github.com/aws-powertools/powertools-lambda-python/issues/5452))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.279 to 0.1.281 ([#5548](https://github.com/aws-powertools/powertools-lambda-python/issues/5548))
* **deps-dev:** bump aws-cdk-lib from 2.164.1 to 2.165.0 ([#5490](https://github.com/aws-powertools/powertools-lambda-python/issues/5490))
* **deps-dev:** bump boto3-stubs from 1.35.53 to 1.35.54 ([#5493](https://github.com/aws-powertools/powertools-lambda-python/issues/5493))
* **deps-dev:** bump aws-cdk from 2.164.1 to 2.165.0 ([#5494](https://github.com/aws-powertools/powertools-lambda-python/issues/5494))
* **deps-dev:** bump mypy from 1.11.2 to 1.13.0 ([#5440](https://github.com/aws-powertools/powertools-lambda-python/issues/5440))
* **deps-dev:** bump ruff from 0.7.2 to 0.7.3 ([#5532](https://github.com/aws-powertools/powertools-lambda-python/issues/5532))
* **deps-dev:** bump boto3-stubs from 1.35.56 to 1.35.58 ([#5540](https://github.com/aws-powertools/powertools-lambda-python/issues/5540))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.162.1a0 to 2.163.1a0 ([#5441](https://github.com/aws-powertools/powertools-lambda-python/issues/5441))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.277 to 0.1.278 ([#5439](https://github.com/aws-powertools/powertools-lambda-python/issues/5439))
* **deps-dev:** bump cfn-lint from 1.18.3 to 1.18.4 ([#5501](https://github.com/aws-powertools/powertools-lambda-python/issues/5501))
* **deps-dev:** bump cfn-lint from 1.18.4 to 1.19.0 ([#5544](https://github.com/aws-powertools/powertools-lambda-python/issues/5544))
* **deps-dev:** bump ruff from 0.7.1 to 0.7.2 ([#5492](https://github.com/aws-powertools/powertools-lambda-python/issues/5492))
* **deps-dev:** bump aws-cdk-lib from 2.162.1 to 2.163.1 ([#5429](https://github.com/aws-powertools/powertools-lambda-python/issues/5429))
* **deps-dev:** bump boto3-stubs from 1.35.45 to 1.35.46 ([#5430](https://github.com/aws-powertools/powertools-lambda-python/issues/5430))
* **deps-dev:** bump aws-cdk from 2.162.1 to 2.163.1 ([#5432](https://github.com/aws-powertools/powertools-lambda-python/issues/5432))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.164.1a0 to 2.165.0a0 ([#5500](https://github.com/aws-powertools/powertools-lambda-python/issues/5500))
* **deps-dev:** bump xenon from 0.9.1 to 0.9.3 ([#5428](https://github.com/aws-powertools/powertools-lambda-python/issues/5428))
* **deps-dev:** bump boto3-stubs from 1.35.58 to 1.35.59 ([#5549](https://github.com/aws-powertools/powertools-lambda-python/issues/5549))
* **layers:** add pydantic-settings package to v3 Layer ([#5516](https://github.com/aws-powertools/powertools-lambda-python/issues/5516))
<a name="v3.2.0"></a>
## [v3.2.0] - 2024-10-22
## Bug Fixes
* test command in verify step ([#5381](https://github.com/aws-powertools/powertools-lambda-python/issues/5381))
* **ci:** Tables are nicer ([#5416](https://github.com/aws-powertools/powertools-lambda-python/issues/5416))
* **ci:** GovCloud layer verification ([#5382](https://github.com/aws-powertools/powertools-lambda-python/issues/5382))
* **ci:** Update partition name ([#5380](https://github.com/aws-powertools/powertools-lambda-python/issues/5380))
* **layer:** update partition name in the GovCloud workflow ([#5379](https://github.com/aws-powertools/powertools-lambda-python/issues/5379))
## Documentation
* Add GovCloud layer info ([#5414](https://github.com/aws-powertools/powertools-lambda-python/issues/5414))
* **event_handler:** add Terraform payload info for API Gateway HTTP API ([#5351](https://github.com/aws-powertools/powertools-lambda-python/issues/5351))
* **examples:** temporarily fix SAR version to v2.x ([#5360](https://github.com/aws-powertools/powertools-lambda-python/issues/5360))
* **layer:** update layer version number ([#5344](https://github.com/aws-powertools/powertools-lambda-python/issues/5344))
* **upgrade_guide:** update Lambda layer name ([#5347](https://github.com/aws-powertools/powertools-lambda-python/issues/5347))
## Features
* **ci:** GovCloud Layer Workflow ([#5261](https://github.com/aws-powertools/powertools-lambda-python/issues/5261))
* **logger:** add thread safe logging keys ([#5141](https://github.com/aws-powertools/powertools-lambda-python/issues/5141))
## Maintenance
* version bump
* **ci:** new pre-release 3.1.1a0 ([#5353](https://github.com/aws-powertools/powertools-lambda-python/issues/5353))
* **ci:** Add dump of govcloud layer info in verify step ([#5415](https://github.com/aws-powertools/powertools-lambda-python/issues/5415))
* **deps:** bump squidfunk/mkdocs-material from `f9cb76d` to `0d4e687` in /docs ([#5395](https://github.com/aws-powertools/powertools-lambda-python/issues/5395))
* **deps:** bump actions/upload-artifact from 4.4.1 to 4.4.3 ([#5357](https://github.com/aws-powertools/powertools-lambda-python/issues/5357))
* **deps:** bump squidfunk/mkdocs-material from `8e8b333` to `f9cb76d` in /docs ([#5366](https://github.com/aws-powertools/powertools-lambda-python/issues/5366))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.14 to 3.0.15 ([#5418](https://github.com/aws-powertools/powertools-lambda-python/issues/5418))
* **deps:** bump jsonpath-ng from 1.6.1 to 1.7.0 ([#5369](https://github.com/aws-powertools/powertools-lambda-python/issues/5369))
* **deps:** bump squidfunk/mkdocs-material from `0d4e687` to `31eb7f7` in /docs ([#5417](https://github.com/aws-powertools/powertools-lambda-python/issues/5417))
* **deps:** bump actions/upload-artifact from 4.4.0 to 4.4.3 ([#5373](https://github.com/aws-powertools/powertools-lambda-python/issues/5373))
* **deps-dev:** bump boto3-stubs from 1.35.38 to 1.35.39 ([#5370](https://github.com/aws-powertools/powertools-lambda-python/issues/5370))
* **deps-dev:** bump boto3-stubs from 1.35.39 to 1.35.41 ([#5392](https://github.com/aws-powertools/powertools-lambda-python/issues/5392))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.161.1a0 to 2.162.1a0 ([#5386](https://github.com/aws-powertools/powertools-lambda-python/issues/5386))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.274 to 0.1.275 ([#5406](https://github.com/aws-powertools/powertools-lambda-python/issues/5406))
* **deps-dev:** bump boto3-stubs from 1.35.43 to 1.35.44 ([#5407](https://github.com/aws-powertools/powertools-lambda-python/issues/5407))
* **deps-dev:** bump cfn-lint from 1.17.2 to 1.18.1 ([#5423](https://github.com/aws-powertools/powertools-lambda-python/issues/5423))
* **deps-dev:** bump cfn-lint from 1.17.1 to 1.17.2 ([#5408](https://github.com/aws-powertools/powertools-lambda-python/issues/5408))
* **deps-dev:** bump aws-cdk-lib from 2.161.1 to 2.162.1 ([#5371](https://github.com/aws-powertools/powertools-lambda-python/issues/5371))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.273 to 0.1.274 ([#5394](https://github.com/aws-powertools/powertools-lambda-python/issues/5394))
* **deps-dev:** bump aws-cdk from 2.161.1 to 2.162.1 ([#5372](https://github.com/aws-powertools/powertools-lambda-python/issues/5372))
* **deps-dev:** bump boto3-stubs from 1.35.41 to 1.35.42 ([#5397](https://github.com/aws-powertools/powertools-lambda-python/issues/5397))
* **deps-dev:** bump cfn-lint from 1.16.1 to 1.17.1 ([#5404](https://github.com/aws-powertools/powertools-lambda-python/issues/5404))
* **deps-dev:** bump mkdocs-material from 9.5.40 to 9.5.41 ([#5393](https://github.com/aws-powertools/powertools-lambda-python/issues/5393))
* **deps-dev:** bump cfn-lint from 1.16.0 to 1.16.1 ([#5363](https://github.com/aws-powertools/powertools-lambda-python/issues/5363))
* **deps-dev:** bump boto3-stubs from 1.35.37 to 1.35.38 ([#5364](https://github.com/aws-powertools/powertools-lambda-python/issues/5364))
* **deps-dev:** bump mkdocs-material from 9.5.39 to 9.5.40 ([#5365](https://github.com/aws-powertools/powertools-lambda-python/issues/5365))
* **deps-dev:** bump ruff from 0.6.9 to 0.7.0 ([#5403](https://github.com/aws-powertools/powertools-lambda-python/issues/5403))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.275 to 0.1.277 ([#5419](https://github.com/aws-powertools/powertools-lambda-python/issues/5419))
* **deps-dev:** bump boto3-stubs from 1.35.42 to 1.35.43 ([#5402](https://github.com/aws-powertools/powertools-lambda-python/issues/5402))
* **deps-dev:** bump boto3-stubs from 1.35.36 to 1.35.37 ([#5356](https://github.com/aws-powertools/powertools-lambda-python/issues/5356))
* **deps-dev:** bump nox from 2024.4.15 to 2024.10.9 ([#5355](https://github.com/aws-powertools/powertools-lambda-python/issues/5355))
* **deps-dev:** bump mkdocs-material from 9.5.41 to 9.5.42 ([#5420](https://github.com/aws-powertools/powertools-lambda-python/issues/5420))
* **deps-dev:** bump boto3-stubs from 1.35.44 to 1.35.45 ([#5421](https://github.com/aws-powertools/powertools-lambda-python/issues/5421))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.161.0a0 to 2.161.1a0 ([#5349](https://github.com/aws-powertools/powertools-lambda-python/issues/5349))
* **deps-dev:** bump boto3-stubs from 1.35.35 to 1.35.36 ([#5350](https://github.com/aws-powertools/powertools-lambda-python/issues/5350))
* **deps-dev:** bump sentry-sdk from 2.15.0 to 2.16.0 ([#5348](https://github.com/aws-powertools/powertools-lambda-python/issues/5348))
* **deps-dev:** bump sentry-sdk from 2.16.0 to 2.17.0 ([#5400](https://github.com/aws-powertools/powertools-lambda-python/issues/5400))
* **docs:** remove layer callout from data masking docs ([#5377](https://github.com/aws-powertools/powertools-lambda-python/issues/5377))
<a name="v3.1.0"></a>
## [v3.1.0] - 2024-10-08
## Bug Fixes
* **ci:** Layer Rename Fix ([#5291](https://github.com/aws-powertools/powertools-lambda-python/issues/5291))
* **ci:** layer rename ([#5283](https://github.com/aws-powertools/powertools-lambda-python/issues/5283))
* **idempotency:** fix response hook invocation when function returns None ([#5251](https://github.com/aws-powertools/powertools-lambda-python/issues/5251))
* **layer:** reverting SSM parameter name ([#5340](https://github.com/aws-powertools/powertools-lambda-python/issues/5340))
* **layers:** rename Lambda layer name from x86 to x86_64 ([#5226](https://github.com/aws-powertools/powertools-lambda-python/issues/5226))
* **parser:** fallback to `validate_python` when using `type[Model]` and nested models ([#5313](https://github.com/aws-powertools/powertools-lambda-python/issues/5313))
* **parser:** revert a regression in v3 when raising ValidationError ([#5259](https://github.com/aws-powertools/powertools-lambda-python/issues/5259))
* **parser:** make size and etag optional for LifecycleExpiration events in S3 ([#5250](https://github.com/aws-powertools/powertools-lambda-python/issues/5250))
## Code Refactoring
* **examples:** fix issues reported by SonarCloud and Scorecard ([#5315](https://github.com/aws-powertools/powertools-lambda-python/issues/5315))
## Documentation
* **idempotency:** fix description in `Advanced` table ([#5191](https://github.com/aws-powertools/powertools-lambda-python/issues/5191))
* **metrics:** fix test references ([#5265](https://github.com/aws-powertools/powertools-lambda-python/issues/5265))
* **public_reference:** add Flyweight as a public reference ([#5322](https://github.com/aws-powertools/powertools-lambda-python/issues/5322))
* **upgrade_guide:** update upgrade guide with Pydantic information ([#5316](https://github.com/aws-powertools/powertools-lambda-python/issues/5316))
* **v3:** fix small things in the documentation ([#5224](https://github.com/aws-powertools/powertools-lambda-python/issues/5224))
* **versioning:** add v2 maintainance mode banner ([#5240](https://github.com/aws-powertools/powertools-lambda-python/issues/5240))
## Features
* **event_source:** add CodeDeploy Lifecycle Hook event ([#5219](https://github.com/aws-powertools/powertools-lambda-python/issues/5219))
* **openapi:** enable direct list input in Examples model ([#5318](https://github.com/aws-powertools/powertools-lambda-python/issues/5318))
## Maintenance
* version bump
* **ci:** new pre-release 3.0.1a7 ([#5299](https://github.com/aws-powertools/powertools-lambda-python/issues/5299))
* **ci:** new pre-release 3.0.1a3 ([#5270](https://github.com/aws-powertools/powertools-lambda-python/issues/5270))
* **ci:** new pre-release 3.0.1a4 ([#5277](https://github.com/aws-powertools/powertools-lambda-python/issues/5277))
* **ci:** new pre-release 3.0.1a2 ([#5258](https://github.com/aws-powertools/powertools-lambda-python/issues/5258))
* **ci:** new pre-release 3.0.1a5 ([#5288](https://github.com/aws-powertools/powertools-lambda-python/issues/5288))
* **ci:** new pre-release 3.0.1a9 ([#5337](https://github.com/aws-powertools/powertools-lambda-python/issues/5337))
* **ci:** new pre-release 3.0.1a8 ([#5323](https://github.com/aws-powertools/powertools-lambda-python/issues/5323))
* **ci:** new pre-release 3.0.1a0 ([#5220](https://github.com/aws-powertools/powertools-lambda-python/issues/5220))
* **ci:** new pre-release 3.0.1a1 ([#5247](https://github.com/aws-powertools/powertools-lambda-python/issues/5247))
* **ci:** new pre-release 3.0.1a6 ([#5293](https://github.com/aws-powertools/powertools-lambda-python/issues/5293))
* **deps:** bump actions/download-artifact from 4.1.7 to 4.1.8 ([#5203](https://github.com/aws-powertools/powertools-lambda-python/issues/5203))
* **deps:** bump squidfunk/mkdocs-material from `22a429f` to `08fbf58` in /docs ([#5243](https://github.com/aws-powertools/powertools-lambda-python/issues/5243))
* **deps:** bump docker/setup-buildx-action from 3.6.1 to 3.7.0 ([#5298](https://github.com/aws-powertools/powertools-lambda-python/issues/5298))
* **deps:** bump actions/checkout from 4.1.7 to 4.2.0 ([#5244](https://github.com/aws-powertools/powertools-lambda-python/issues/5244))
* **deps:** bump actions/setup-node from 4.0.3 to 4.0.4 ([#5186](https://github.com/aws-powertools/powertools-lambda-python/issues/5186))
* **deps:** bump docker/setup-buildx-action from 3.7.0 to 3.7.1 ([#5310](https://github.com/aws-powertools/powertools-lambda-python/issues/5310))
* **deps:** bump pypa/gh-action-pypi-publish from 1.10.2 to 1.10.3 ([#5311](https://github.com/aws-powertools/powertools-lambda-python/issues/5311))
* **deps:** bump squidfunk/mkdocs-material from `a2e3a31` to `22a429f` in /docs ([#5201](https://github.com/aws-powertools/powertools-lambda-python/issues/5201))
* **deps:** bump pypa/gh-action-pypi-publish from 1.10.1 to 1.10.2 ([#5202](https://github.com/aws-powertools/powertools-lambda-python/issues/5202))
* **deps:** bump actions/checkout from 4.2.0 to 4.2.1 ([#5329](https://github.com/aws-powertools/powertools-lambda-python/issues/5329))
* **deps:** bump squidfunk/mkdocs-material from `08fbf58` to `7aea359` in /docs ([#5253](https://github.com/aws-powertools/powertools-lambda-python/issues/5253))
* **deps:** bump actions/setup-python from 5.1.0 to 5.2.0 ([#5204](https://github.com/aws-powertools/powertools-lambda-python/issues/5204))
* **deps:** bump codecov/codecov-action from 4.5.0 to 4.6.0 ([#5287](https://github.com/aws-powertools/powertools-lambda-python/issues/5287))
* **deps:** bump redis from 5.1.0 to 5.1.1 ([#5331](https://github.com/aws-powertools/powertools-lambda-python/issues/5331))
* **deps:** bump actions/checkout from 4.1.6 to 4.1.7 ([#5206](https://github.com/aws-powertools/powertools-lambda-python/issues/5206))
* **deps:** bump actions/upload-artifact from 4.4.0 to 4.4.1 ([#5328](https://github.com/aws-powertools/powertools-lambda-python/issues/5328))
* **deps:** bump actions/upload-artifact from 4.3.3 to 4.4.0 ([#5217](https://github.com/aws-powertools/powertools-lambda-python/issues/5217))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.12 to 3.0.13 ([#5276](https://github.com/aws-powertools/powertools-lambda-python/issues/5276))
* **deps:** bump redis from 5.0.8 to 5.1.0 ([#5264](https://github.com/aws-powertools/powertools-lambda-python/issues/5264))
* **deps:** bump datadog-lambda from 6.98.0 to 6.99.0 ([#5333](https://github.com/aws-powertools/powertools-lambda-python/issues/5333))
* **deps:** bump squidfunk/mkdocs-material from `7aea359` to `8e8b333` in /docs ([#5272](https://github.com/aws-powertools/powertools-lambda-python/issues/5272))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.13 to 3.0.14 ([#5330](https://github.com/aws-powertools/powertools-lambda-python/issues/5330))
* **deps:** bump docker/setup-qemu-action from 3.0.0 to 3.2.0 ([#5205](https://github.com/aws-powertools/powertools-lambda-python/issues/5205))
* **deps-dev:** bump mkdocs-material from 9.5.38 to 9.5.39 ([#5273](https://github.com/aws-powertools/powertools-lambda-python/issues/5273))
* **deps-dev:** bump cfn-lint from 1.15.1 to 1.15.2 ([#5274](https://github.com/aws-powertools/powertools-lambda-python/issues/5274))
* **deps-dev:** bump boto3-stubs from 1.35.28 to 1.35.29 ([#5263](https://github.com/aws-powertools/powertools-lambda-python/issues/5263))
* **deps-dev:** bump boto3-stubs from 1.35.34 to 1.35.35 ([#5334](https://github.com/aws-powertools/powertools-lambda-python/issues/5334))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.270 to 0.1.271 ([#5284](https://github.com/aws-powertools/powertools-lambda-python/issues/5284))
* **deps-dev:** bump mkdocs-material from 9.5.37 to 9.5.38 ([#5255](https://github.com/aws-powertools/powertools-lambda-python/issues/5255))
* **deps-dev:** bump ruff from 0.6.7 to 0.6.8 ([#5254](https://github.com/aws-powertools/powertools-lambda-python/issues/5254))
* **deps-dev:** bump boto3-stubs from 1.35.27 to 1.35.28 ([#5256](https://github.com/aws-powertools/powertools-lambda-python/issues/5256))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.269 to 0.1.270 ([#5257](https://github.com/aws-powertools/powertools-lambda-python/issues/5257))
* **deps-dev:** bump sentry-sdk from 2.14.0 to 2.15.0 ([#5285](https://github.com/aws-powertools/powertools-lambda-python/issues/5285))
* **deps-dev:** bump boto3-stubs from 1.35.29 to 1.35.31 ([#5286](https://github.com/aws-powertools/powertools-lambda-python/issues/5286))
* **deps-dev:** bump boto3-stubs from 1.35.31 to 1.35.32 ([#5292](https://github.com/aws-powertools/powertools-lambda-python/issues/5292))
* **deps-dev:** bump aws-cdk-lib from 2.161.0 to 2.161.1 ([#5335](https://github.com/aws-powertools/powertools-lambda-python/issues/5335))
* **deps-dev:** bump boto3-stubs from 1.35.32 to 1.35.33 ([#5295](https://github.com/aws-powertools/powertools-lambda-python/issues/5295))
* **deps-dev:** bump types-python-dateutil from 2.9.0.20240906 to 2.9.0.20241003 ([#5296](https://github.com/aws-powertools/powertools-lambda-python/issues/5296))
* **deps-dev:** bump boto3-stubs from 1.35.26 to 1.35.27 ([#5242](https://github.com/aws-powertools/powertools-lambda-python/issues/5242))
* **deps-dev:** bump mkdocs-material from 9.5.36 to 9.5.37 ([#5241](https://github.com/aws-powertools/powertools-lambda-python/issues/5241))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.271 to 0.1.272 ([#5297](https://github.com/aws-powertools/powertools-lambda-python/issues/5297))
* **deps-dev:** bump boto3-stubs from 1.35.25 to 1.35.26 ([#5234](https://github.com/aws-powertools/powertools-lambda-python/issues/5234))
* **deps-dev:** bump aws-cdk from 2.159.1 to 2.160.0 ([#5233](https://github.com/aws-powertools/powertools-lambda-python/issues/5233))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.159.1a0 to 2.160.0a0 ([#5235](https://github.com/aws-powertools/powertools-lambda-python/issues/5235))
* **deps-dev:** bump aws-cdk-lib from 2.159.1 to 2.160.0 ([#5230](https://github.com/aws-powertools/powertools-lambda-python/issues/5230))
* **deps-dev:** bump cfn-lint from 1.15.0 to 1.15.1 ([#5232](https://github.com/aws-powertools/powertools-lambda-python/issues/5232))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.158.0a0 to 2.159.1a0 ([#5231](https://github.com/aws-powertools/powertools-lambda-python/issues/5231))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.268 to 0.1.269 ([#5229](https://github.com/aws-powertools/powertools-lambda-python/issues/5229))
* **deps-dev:** bump aws-cdk-lib from 2.160.0 to 2.161.0 ([#5304](https://github.com/aws-powertools/powertools-lambda-python/issues/5304))
* **deps-dev:** bump boto3-stubs from 1.35.33 to 1.35.34 ([#5306](https://github.com/aws-powertools/powertools-lambda-python/issues/5306))
* **deps-dev:** bump types-redis from 4.6.0.20240903 to 4.6.0.20241004 ([#5307](https://github.com/aws-powertools/powertools-lambda-python/issues/5307))
* **deps-dev:** bump aws-cdk-lib from 2.158.0 to 2.159.1 ([#5208](https://github.com/aws-powertools/powertools-lambda-python/issues/5208))
* **deps-dev:** bump ruff from 0.6.4 to 0.6.7 ([#5207](https://github.com/aws-powertools/powertools-lambda-python/issues/5207))
* **deps-dev:** bump aws-cdk from 2.157.0 to 2.159.1 ([#5194](https://github.com/aws-powertools/powertools-lambda-python/issues/5194))
* **deps-dev:** bump aws-cdk from 2.160.0 to 2.161.0 ([#5309](https://github.com/aws-powertools/powertools-lambda-python/issues/5309))
* **deps-dev:** bump ruff from 0.6.8 to 0.6.9 ([#5308](https://github.com/aws-powertools/powertools-lambda-python/issues/5308))
* **deps-dev:** bump cfn-lint from 1.15.2 to 1.16.0 ([#5305](https://github.com/aws-powertools/powertools-lambda-python/issues/5305))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.160.0a0 to 2.161.0a0 ([#5332](https://github.com/aws-powertools/powertools-lambda-python/issues/5332))
* **deps-dev:** bump aws-cdk from 2.161.0 to 2.161.1 ([#5327](https://github.com/aws-powertools/powertools-lambda-python/issues/5327))
* **deps-dev:** bump mkdocs-material from 9.5.34 to 9.5.36 ([#5210](https://github.com/aws-powertools/powertools-lambda-python/issues/5210))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.272 to 0.1.273 ([#5336](https://github.com/aws-powertools/powertools-lambda-python/issues/5336))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.264 to 0.1.268 ([#5216](https://github.com/aws-powertools/powertools-lambda-python/issues/5216))
* **deps-dev:** bump multiprocess from 0.70.16 to 0.70.17 ([#5275](https://github.com/aws-powertools/powertools-lambda-python/issues/5275))
* **deps-dev:** bump boto3-stubs from 1.35.17 to 1.35.25 ([#5218](https://github.com/aws-powertools/powertools-lambda-python/issues/5218))
* **deps-dev:** bump bandit from 1.7.9 to 1.7.10 ([#5214](https://github.com/aws-powertools/powertools-lambda-python/issues/5214))
* **deps-dev:** bump cfn-lint from 1.12.4 to 1.15.0 ([#5215](https://github.com/aws-powertools/powertools-lambda-python/issues/5215))
* **docs:** recreate requirements.txt file for mkdocs container ([#5246](https://github.com/aws-powertools/powertools-lambda-python/issues/5246))
* **tests:** fix e2e tests in Idempotency utility ([#5280](https://github.com/aws-powertools/powertools-lambda-python/issues/5280))
<a name="v3.0.0"></a>
## [v3.0.0] - 2024-09-23
## Bug Fixes
* **v3:** revert unnecessary changes that impacts v3 ([#5087](https://github.com/aws-powertools/powertools-lambda-python/issues/5087))
## Code Refactoring
* **batch:** add from __future__ import annotations ([#4993](https://github.com/aws-powertools/powertools-lambda-python/issues/4993))
* **batch_processing:** mark batch_processor and async_batch_processor as deprecated ([#4910](https://github.com/aws-powertools/powertools-lambda-python/issues/4910))
* **data_classes:** add from __future__ import annotations ([#4939](https://github.com/aws-powertools/powertools-lambda-python/issues/4939))
* **data_masking:** add from __future__ import annotations ([#4945](https://github.com/aws-powertools/powertools-lambda-python/issues/4945))
* **event_handler:** add from __future__ import annotations ([#4992](https://github.com/aws-powertools/powertools-lambda-python/issues/4992))
* **event_handler:** add from __future__ import annotations in the Middlewares ([#4975](https://github.com/aws-powertools/powertools-lambda-python/issues/4975))
* **feature_flags:** add from __future__ import annotations ([#4960](https://github.com/aws-powertools/powertools-lambda-python/issues/4960))
* **general:** drop pydantic v1 ([#4305](https://github.com/aws-powertools/powertools-lambda-python/issues/4305))
* **idempotency:** add from __future__ import annotations ([#4961](https://github.com/aws-powertools/powertools-lambda-python/issues/4961))
* **jmespath_utils:** deprecate extract_data_from_envelope in favor of query ([#4907](https://github.com/aws-powertools/powertools-lambda-python/issues/4907))
* **jmespath_utils:** add from __future__ import annotations ([#4962](https://github.com/aws-powertools/powertools-lambda-python/issues/4962))
* **logging:** add from __future__ import annotations ([#4940](https://github.com/aws-powertools/powertools-lambda-python/issues/4940))
* **metrics:** add from __future__ import annotations ([#4944](https://github.com/aws-powertools/powertools-lambda-python/issues/4944))
* **middleware_factory:** add from __future__ import annotations ([#4941](https://github.com/aws-powertools/powertools-lambda-python/issues/4941))
* **openapi:** add from __future__ import annotations ([#4990](https://github.com/aws-powertools/powertools-lambda-python/issues/4990))
* **parameters:** deprecate the config parameter in favor of boto_config ([#4893](https://github.com/aws-powertools/powertools-lambda-python/issues/4893))
* **parameters:** add top-level get_multiple method in SSMProvider class ([#4785](https://github.com/aws-powertools/powertools-lambda-python/issues/4785))
* **parameters:** add from __future__ import annotations ([#4976](https://github.com/aws-powertools/powertools-lambda-python/issues/4976))
* **parameters:** increase default max_age (cache) to 5 minutes ([#4279](https://github.com/aws-powertools/powertools-lambda-python/issues/4279))
* **parser:** add from __future__ import annotations ([#4977](https://github.com/aws-powertools/powertools-lambda-python/issues/4977))
* **parser:** add from __future__ import annotations ([#4983](https://github.com/aws-powertools/powertools-lambda-python/issues/4983))
* **shared:** add from __future__ import annotations ([#4942](https://github.com/aws-powertools/powertools-lambda-python/issues/4942))
* **streaming:** add from __future__ import annotations ([#4987](https://github.com/aws-powertools/powertools-lambda-python/issues/4987))
* **tracing:** add from __future__ import annotations ([#4943](https://github.com/aws-powertools/powertools-lambda-python/issues/4943))
* **typing:** add from __future__ import annotations ([#4985](https://github.com/aws-powertools/powertools-lambda-python/issues/4985))
* **typing:** enable TCH, UP and FA100 ruff rules ([#5017](https://github.com/aws-powertools/powertools-lambda-python/issues/5017))
* **typing:** reduce aws_lambda_powertools.shared.types usage ([#4896](https://github.com/aws-powertools/powertools-lambda-python/issues/4896))
* **typing:** enable boto3 implicit type annotations ([#4692](https://github.com/aws-powertools/powertools-lambda-python/issues/4692))
* **typing:** move more types into TYPE_CHECKING ([#5088](https://github.com/aws-powertools/powertools-lambda-python/issues/5088))
* **validation:** add from __future__ import annotations ([#4984](https://github.com/aws-powertools/powertools-lambda-python/issues/4984))
## Documentation
* **upgrade_guide:** create upgrade guide from v2 to v3 ([#5028](https://github.com/aws-powertools/powertools-lambda-python/issues/5028))
## Features
* **data_classes:** return empty dict or list instead of None ([#4606](https://github.com/aws-powertools/powertools-lambda-python/issues/4606))
* **event_handler:** Ensure Bedrock Agents resolver works with Pydantic v2 ([#5156](https://github.com/aws-powertools/powertools-lambda-python/issues/5156))
* **idempotency:** simplify access to expiration time in `DataRecord` class ([#5082](https://github.com/aws-powertools/powertools-lambda-python/issues/5082))
* **lambda-layer:** add pipeline to build Lambda layer in v3 ([#4826](https://github.com/aws-powertools/powertools-lambda-python/issues/4826))
* **parser:** Adds DDB deserialization to DynamoDBStreamChangedRecordModel ([#4401](https://github.com/aws-powertools/powertools-lambda-python/issues/4401))
* **parser:** Allow primitive data types to be parsed using TypeAdapter ([#4502](https://github.com/aws-powertools/powertools-lambda-python/issues/4502))
* **v3:** merging develop into v3 ([#5160](https://github.com/aws-powertools/powertools-lambda-python/issues/5160))
## Maintenance
* version bump
* **ci:** fix bump poetry version ([#5211](https://github.com/aws-powertools/powertools-lambda-python/issues/5211))
* **ci:** fix working-directory in v3 layer pipeline ([#5199](https://github.com/aws-powertools/powertools-lambda-python/issues/5199))
* **ci:** fix Redis e2e tests in v3 branch ([#4852](https://github.com/aws-powertools/powertools-lambda-python/issues/4852))
* **ci:** fix e2e tests in v3 branch ([#4848](https://github.com/aws-powertools/powertools-lambda-python/issues/4848))
* **ci:** add the aws-encryption-sdk dependency in the Lambda layer ([#4630](https://github.com/aws-powertools/powertools-lambda-python/issues/4630))
* **ci:** bump pydantic library to 2.0+ and boto3 to 1.34.32 ([#4235](https://github.com/aws-powertools/powertools-lambda-python/issues/4235))
* **v3:** merging develop into v3 - 15/05/2024 ([#4335](https://github.com/aws-powertools/powertools-lambda-python/issues/4335))
* **v3:** merging develop into v3 ([#4267](https://github.com/aws-powertools/powertools-lambda-python/issues/4267))
<a name="v2.43.1"></a>
## [v2.43.1] - 2024-08-12
## Bug Fixes
* **event_source:** fix regression when working with zero numbers in DynamoDBStreamEvent ([#4932](https://github.com/aws-powertools/powertools-lambda-python/issues/4932))
## Maintenance
* version bump
* **ci:** new pre-release 2.43.1a0 ([#4920](https://github.com/aws-powertools/powertools-lambda-python/issues/4920))
* **ci:** new pre-release 2.43.1a1 ([#4926](https://github.com/aws-powertools/powertools-lambda-python/issues/4926))
* **ci:** new pre-release 2.42.1a9 ([#4912](https://github.com/aws-powertools/powertools-lambda-python/issues/4912))
* **deps-dev:** bump ruff from 0.5.6 to 0.5.7 ([#4918](https://github.com/aws-powertools/powertools-lambda-python/issues/4918))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.234 to 0.1.238 ([#4917](https://github.com/aws-powertools/powertools-lambda-python/issues/4917))
* **deps-dev:** bump mypy-boto3-ssm from 1.34.132 to 1.34.158 in the boto-typing group ([#4921](https://github.com/aws-powertools/powertools-lambda-python/issues/4921))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.238 to 0.1.242 ([#4922](https://github.com/aws-powertools/powertools-lambda-python/issues/4922))
* **deps-dev:** bump cfn-lint from 1.9.6 to 1.9.7 ([#4923](https://github.com/aws-powertools/powertools-lambda-python/issues/4923))
* **deps-dev:** bump cfn-lint from 1.9.5 to 1.9.6 ([#4916](https://github.com/aws-powertools/powertools-lambda-python/issues/4916))
<a name="v2.43.0"></a>
## [v2.43.0] - 2024-08-08
## Bug Fixes
* **data_class:** ensure DynamoDBStreamEvent conforms to decimal limits ([#4863](https://github.com/aws-powertools/powertools-lambda-python/issues/4863))
## Code Refactoring
* **test:** make CORS test consistent with expected behavior ([#4882](https://github.com/aws-powertools/powertools-lambda-python/issues/4882))
* **tracer:** make capture_lambda_handler type more generic ([#4796](https://github.com/aws-powertools/powertools-lambda-python/issues/4796))
## Documentation
* fix type vs. field in comment ([#4832](https://github.com/aws-powertools/powertools-lambda-python/issues/4832))
* **public_reference:** add CHS Inc. as a public reference ([#4885](https://github.com/aws-powertools/powertools-lambda-python/issues/4885))
* **public_reference:** add LocalStack as a public reference ([#4858](https://github.com/aws-powertools/powertools-lambda-python/issues/4858))
* **public_reference:** add Caylent as a public reference ([#4822](https://github.com/aws-powertools/powertools-lambda-python/issues/4822))
## Features
* **metrics:** add unit None for CloudWatch EMF Metrics ([#4904](https://github.com/aws-powertools/powertools-lambda-python/issues/4904))
* **validation:** returns output from validate function ([#4839](https://github.com/aws-powertools/powertools-lambda-python/issues/4839))
## Maintenance
* version bump
* **ci:** new pre-release 2.42.1a5 ([#4868](https://github.com/aws-powertools/powertools-lambda-python/issues/4868))
* **ci:** new pre-release 2.42.1a8 ([#4903](https://github.com/aws-powertools/powertools-lambda-python/issues/4903))
* **ci:** new pre-release 2.42.1a0 ([#4827](https://github.com/aws-powertools/powertools-lambda-python/issues/4827))
* **ci:** new pre-release 2.42.1a7 ([#4894](https://github.com/aws-powertools/powertools-lambda-python/issues/4894))
* **ci:** new pre-release 2.42.1a1 ([#4837](https://github.com/aws-powertools/powertools-lambda-python/issues/4837))
* **ci:** new pre-release 2.42.1a3 ([#4856](https://github.com/aws-powertools/powertools-lambda-python/issues/4856))
* **ci:** new pre-release 2.42.1a4 ([#4864](https://github.com/aws-powertools/powertools-lambda-python/issues/4864))
* **ci:** new pre-release 2.42.1a6 ([#4884](https://github.com/aws-powertools/powertools-lambda-python/issues/4884))
* **ci:** new pre-release 2.42.1a2 ([#4847](https://github.com/aws-powertools/powertools-lambda-python/issues/4847))
* **deps:** bump golang.org/x/sync from 0.7.0 to 0.8.0 in /layer/scripts/layer-balancer in the layer-balancer group ([#4892](https://github.com/aws-powertools/powertools-lambda-python/issues/4892))
* **deps:** bump actions/upload-artifact from 4.3.5 to 4.3.6 ([#4901](https://github.com/aws-powertools/powertools-lambda-python/issues/4901))
* **deps:** bump actions/upload-artifact from 4.3.4 to 4.3.5 ([#4871](https://github.com/aws-powertools/powertools-lambda-python/issues/4871))
* **deps:** bump ossf/scorecard-action from 2.3.3 to 2.4.0 ([#4829](https://github.com/aws-powertools/powertools-lambda-python/issues/4829))
* **deps:** bump squidfunk/mkdocs-material from `257eca8` to `9919d6e` in /docs ([#4878](https://github.com/aws-powertools/powertools-lambda-python/issues/4878))
* **deps:** bump docker/setup-buildx-action from 3.5.0 to 3.6.1 ([#4844](https://github.com/aws-powertools/powertools-lambda-python/issues/4844))
* **deps:** bump redis from 5.0.7 to 5.0.8 ([#4854](https://github.com/aws-powertools/powertools-lambda-python/issues/4854))
* **deps-dev:** bump ruff from 0.5.5 to 0.5.6 ([#4874](https://github.com/aws-powertools/powertools-lambda-python/issues/4874))
* **deps-dev:** bump mypy-boto3-cloudwatch from 1.34.83 to 1.34.153 in the boto-typing group ([#4887](https://github.com/aws-powertools/powertools-lambda-python/issues/4887))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.224 to 0.1.228 ([#4867](https://github.com/aws-powertools/powertools-lambda-python/issues/4867))
* **deps-dev:** bump cfn-lint from 1.9.1 to 1.9.3 ([#4866](https://github.com/aws-powertools/powertools-lambda-python/issues/4866))
* **deps-dev:** bump sentry-sdk from 2.11.0 to 2.12.0 ([#4861](https://github.com/aws-powertools/powertools-lambda-python/issues/4861))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.228 to 0.1.230 ([#4876](https://github.com/aws-powertools/powertools-lambda-python/issues/4876))
* **deps-dev:** bump black from 24.4.2 to 24.8.0 ([#4873](https://github.com/aws-powertools/powertools-lambda-python/issues/4873))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.223 to 0.1.224 ([#4855](https://github.com/aws-powertools/powertools-lambda-python/issues/4855))
* **deps-dev:** bump mypy-boto3-logs from 1.34.66 to 1.34.151 in the boto-typing group ([#4853](https://github.com/aws-powertools/powertools-lambda-python/issues/4853))
* **deps-dev:** bump coverage from 7.6.0 to 7.6.1 ([#4888](https://github.com/aws-powertools/powertools-lambda-python/issues/4888))
* **deps-dev:** bump cfn-lint from 1.8.2 to 1.9.1 ([#4851](https://github.com/aws-powertools/powertools-lambda-python/issues/4851))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.150.0a0 to 2.151.0a0 ([#4889](https://github.com/aws-powertools/powertools-lambda-python/issues/4889))
* **deps-dev:** bump aws-cdk from 2.150.0 to 2.151.0 ([#4872](https://github.com/aws-powertools/powertools-lambda-python/issues/4872))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.219 to 0.1.222 ([#4836](https://github.com/aws-powertools/powertools-lambda-python/issues/4836))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.222 to 0.1.223 ([#4843](https://github.com/aws-powertools/powertools-lambda-python/issues/4843))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.233 to 0.1.234 ([#4909](https://github.com/aws-powertools/powertools-lambda-python/issues/4909))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.230 to 0.1.231 ([#4891](https://github.com/aws-powertools/powertools-lambda-python/issues/4891))
* **deps-dev:** bump cfn-lint from 1.9.3 to 1.9.5 ([#4890](https://github.com/aws-powertools/powertools-lambda-python/issues/4890))
* **deps-dev:** bump pytest from 8.3.1 to 8.3.2 ([#4824](https://github.com/aws-powertools/powertools-lambda-python/issues/4824))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.231 to 0.1.233 ([#4900](https://github.com/aws-powertools/powertools-lambda-python/issues/4900))
* **deps-dev:** bump mkdocs-material from 9.5.30 to 9.5.31 ([#4877](https://github.com/aws-powertools/powertools-lambda-python/issues/4877))
* **deps-dev:** bump types-redis from 4.6.0.20240425 to 4.6.0.20240726 ([#4831](https://github.com/aws-powertools/powertools-lambda-python/issues/4831))
* **deps-dev:** bump ruff from 0.5.4 to 0.5.5 ([#4823](https://github.com/aws-powertools/powertools-lambda-python/issues/4823))
* **deps-dev:** bump aws-cdk-lib from 2.150.0 to 2.151.0 ([#4875](https://github.com/aws-powertools/powertools-lambda-python/issues/4875))
* **deps-dev:** bump types-redis from 4.6.0.20240726 to 4.6.0.20240806 ([#4899](https://github.com/aws-powertools/powertools-lambda-python/issues/4899))
* **maintenance:** add Banxware customer refernece ([#4841](https://github.com/aws-powertools/powertools-lambda-python/issues/4841))
<a name="v2.42.0"></a>
## [v2.42.0] - 2024-07-25
## Bug Fixes
* **idempotency:** ensure in_progress_expiration field is set on Lambda timeout. ([#4773](https://github.com/aws-powertools/powertools-lambda-python/issues/4773))
## Documentation
* **idempotency:** improve navigation, wording, and new section on guarantees ([#4613](https://github.com/aws-powertools/powertools-lambda-python/issues/4613))
## Features
* **event_handler:** add OpenAPI extensions ([#4703](https://github.com/aws-powertools/powertools-lambda-python/issues/4703))
## Maintenance
* version bump
* **ci:** new pre-release 2.41.1a4 ([#4772](https://github.com/aws-powertools/powertools-lambda-python/issues/4772))
* **ci:** new pre-release 2.41.1a0 ([#4749](https://github.com/aws-powertools/powertools-lambda-python/issues/4749))
* **ci:** new pre-release 2.41.1a1 ([#4756](https://github.com/aws-powertools/powertools-lambda-python/issues/4756))
* **ci:** new pre-release 2.41.1a2 ([#4758](https://github.com/aws-powertools/powertools-lambda-python/issues/4758))
* **ci:** new pre-release 2.41.1a9 ([#4808](https://github.com/aws-powertools/powertools-lambda-python/issues/4808))
* **ci:** new pre-release 2.41.1a3 ([#4766](https://github.com/aws-powertools/powertools-lambda-python/issues/4766))
* **ci:** new pre-release 2.41.1a8 ([#4802](https://github.com/aws-powertools/powertools-lambda-python/issues/4802))
* **ci:** new pre-release 2.41.1a5 ([#4777](https://github.com/aws-powertools/powertools-lambda-python/issues/4777))
* **ci:** new pre-release 2.41.1a6 ([#4783](https://github.com/aws-powertools/powertools-lambda-python/issues/4783))
* **ci:** new pre-release 2.41.1a7 ([#4792](https://github.com/aws-powertools/powertools-lambda-python/issues/4792))
* **deps:** bump github.com/aws/aws-sdk-go-v2/config from 1.27.26 to 1.27.27 in /layer/scripts/layer-balancer in the layer-balancer group ([#4779](https://github.com/aws-powertools/powertools-lambda-python/issues/4779))
* **deps:** bump aws-actions/closed-issue-message from 8b6324312193476beecf11f8e8539d73a3553bf4 to 80edfc24bdf1283400eb04d20a8a605ae8bf7d48 ([#4786](https://github.com/aws-powertools/powertools-lambda-python/issues/4786))
* **deps:** bump actions/dependency-review-action from 4.3.3 to 4.3.4 ([#4753](https://github.com/aws-powertools/powertools-lambda-python/issues/4753))
* **deps:** bump the layer-balancer group in /layer/scripts/layer-balancer with 3 updates ([#4745](https://github.com/aws-powertools/powertools-lambda-python/issues/4745))
* **deps:** bump datadog-lambda from 6.96.0 to 6.97.0 ([#4770](https://github.com/aws-powertools/powertools-lambda-python/issues/4770))
* **deps:** bump docker/setup-buildx-action from 3.4.0 to 3.5.0 ([#4801](https://github.com/aws-powertools/powertools-lambda-python/issues/4801))
* **deps:** bump docker/setup-qemu-action from 3.1.0 to 3.2.0 ([#4800](https://github.com/aws-powertools/powertools-lambda-python/issues/4800))
* **deps-dev:** bump cfn-lint from 1.8.1 to 1.8.2 ([#4788](https://github.com/aws-powertools/powertools-lambda-python/issues/4788))
* **deps-dev:** bump pytest-asyncio from 0.23.7 to 0.23.8 ([#4776](https://github.com/aws-powertools/powertools-lambda-python/issues/4776))
* **deps-dev:** bump pytest from 8.2.2 to 8.3.1 ([#4799](https://github.com/aws-powertools/powertools-lambda-python/issues/4799))
* **deps-dev:** bump aws-cdk-lib from 2.148.1 to 2.150.0 ([#4806](https://github.com/aws-powertools/powertools-lambda-python/issues/4806))
* **deps-dev:** bump ruff from 0.5.3 to 0.5.4 ([#4798](https://github.com/aws-powertools/powertools-lambda-python/issues/4798))
* **deps-dev:** bump cfn-lint from 1.6.1 to 1.8.1 ([#4780](https://github.com/aws-powertools/powertools-lambda-python/issues/4780))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.211 to 0.1.212 ([#4769](https://github.com/aws-powertools/powertools-lambda-python/issues/4769))
* **deps-dev:** bump ruff from 0.5.2 to 0.5.3 ([#4781](https://github.com/aws-powertools/powertools-lambda-python/issues/4781))
* **deps-dev:** bump mkdocs-material from 9.5.28 to 9.5.29 ([#4764](https://github.com/aws-powertools/powertools-lambda-python/issues/4764))
* **deps-dev:** bump aws-cdk from 2.148.0 to 2.149.0 ([#4765](https://github.com/aws-powertools/powertools-lambda-python/issues/4765))
* **deps-dev:** bump ruff from 0.5.1 to 0.5.2 ([#4762](https://github.com/aws-powertools/powertools-lambda-python/issues/4762))
* **deps-dev:** bump sentry-sdk from 2.9.0 to 2.10.0 ([#4763](https://github.com/aws-powertools/powertools-lambda-python/issues/4763))
* **deps-dev:** bump aws-cdk from 2.149.0 to 2.150.0 ([#4805](https://github.com/aws-powertools/powertools-lambda-python/issues/4805))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.207 to 0.1.211 ([#4760](https://github.com/aws-powertools/powertools-lambda-python/issues/4760))
* **deps-dev:** bump mypy-boto3-dynamodb from 1.34.131 to 1.34.148 in the boto-typing group ([#4812](https://github.com/aws-powertools/powertools-lambda-python/issues/4812))
* **deps-dev:** bump sentry-sdk from 2.10.0 to 2.11.0 ([#4815](https://github.com/aws-powertools/powertools-lambda-python/issues/4815))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.212 to 0.1.219 ([#4817](https://github.com/aws-powertools/powertools-lambda-python/issues/4817))
* **deps-dev:** bump cfn-lint from 1.6.0 to 1.6.1 ([#4751](https://github.com/aws-powertools/powertools-lambda-python/issues/4751))
* **deps-dev:** bump mkdocs-material from 9.5.29 to 9.5.30 ([#4807](https://github.com/aws-powertools/powertools-lambda-python/issues/4807))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.148.1a0 to 2.150.0a0 ([#4813](https://github.com/aws-powertools/powertools-lambda-python/issues/4813))
* **deps-dev:** bump cfn-lint from 1.5.3 to 1.6.0 ([#4747](https://github.com/aws-powertools/powertools-lambda-python/issues/4747))
* **deps-dev:** bump coverage from 7.5.4 to 7.6.0 ([#4746](https://github.com/aws-powertools/powertools-lambda-python/issues/4746))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.206 to 0.1.207 ([#4748](https://github.com/aws-powertools/powertools-lambda-python/issues/4748))
* **deps-dev:** bump mypy-boto3-secretsmanager from 1.34.128 to 1.34.145 in the boto-typing group ([#4787](https://github.com/aws-powertools/powertools-lambda-python/issues/4787))
* **docs:** Add lambda layer policy to versioning docs ([#4811](https://github.com/aws-powertools/powertools-lambda-python/issues/4811))
* **logger:** use package logger over source logger to reduce noise ([#4793](https://github.com/aws-powertools/powertools-lambda-python/issues/4793))
<a name="v2.41.0"></a>
## [v2.41.0] - 2024-07-11
## Bug Fixes
* **event_handler:** make the max_age attribute comply with RFC specification ([#4731](https://github.com/aws-powertools/powertools-lambda-python/issues/4731))
* **event_handler:** disable allow-credentials header when origin allow_origin is * ([#4638](https://github.com/aws-powertools/powertools-lambda-python/issues/4638))
* **event_handler:** convert null body to empty string in ALBResolver to avoid HTTP 502 ([#4683](https://github.com/aws-powertools/powertools-lambda-python/issues/4683))
* **event_handler:** custom serializer recursive values when using data validation ([#4664](https://github.com/aws-powertools/powertools-lambda-python/issues/4664))
## Documentation
* **i-made-this:** Bedrock agents with Powertools for AWS Lambda ([#4705](https://github.com/aws-powertools/powertools-lambda-python/issues/4705))
* **public_reference:** add BusPatrol as a public reference ([#4713](https://github.com/aws-powertools/powertools-lambda-python/issues/4713))
## Features
* **batch:** add option to not raise `BatchProcessingError` exception when the entire batch fails ([#4719](https://github.com/aws-powertools/powertools-lambda-python/issues/4719))
* **feature_flags:** allow customers to bring their own boto3 client and session ([#4717](https://github.com/aws-powertools/powertools-lambda-python/issues/4717))
* **parser:** add support for API Gateway Lambda authorizer events ([#4718](https://github.com/aws-powertools/powertools-lambda-python/issues/4718))
## Maintenance
* version bump
* Add token to codecov action ([#4682](https://github.com/aws-powertools/powertools-lambda-python/issues/4682))
* **ci:** new pre-release 2.40.2a5 ([#4706](https://github.com/aws-powertools/powertools-lambda-python/issues/4706))
* **ci:** new pre-release 2.40.2a0 ([#4665](https://github.com/aws-powertools/powertools-lambda-python/issues/4665))
* **ci:** new pre-release 2.40.2a8 ([#4737](https://github.com/aws-powertools/powertools-lambda-python/issues/4737))
* **ci:** new pre-release 2.40.2a7 ([#4726](https://github.com/aws-powertools/powertools-lambda-python/issues/4726))
* **ci:** new pre-release 2.40.2a1 ([#4669](https://github.com/aws-powertools/powertools-lambda-python/issues/4669))
* **ci:** new pre-release 2.40.2a2 ([#4679](https://github.com/aws-powertools/powertools-lambda-python/issues/4679))
* **ci:** new pre-release 2.40.2a3 ([#4688](https://github.com/aws-powertools/powertools-lambda-python/issues/4688))
* **ci:** new pre-release 2.40.2a6 ([#4715](https://github.com/aws-powertools/powertools-lambda-python/issues/4715))
* **ci:** new pre-release 2.40.2a4 ([#4694](https://github.com/aws-powertools/powertools-lambda-python/issues/4694))
* **deps:** bump docker/setup-qemu-action from 3.0.0 to 3.1.0 ([#4685](https://github.com/aws-powertools/powertools-lambda-python/issues/4685))
* **deps:** bump actions/setup-python from 5.1.0 to 5.1.1 ([#4732](https://github.com/aws-powertools/powertools-lambda-python/issues/4732))
* **deps:** bump the layer-balancer group in /layer/scripts/layer-balancer with 3 updates ([#4733](https://github.com/aws-powertools/powertools-lambda-python/issues/4733))
* **deps:** bump actions/upload-artifact from 4.3.3 to 4.3.4 ([#4698](https://github.com/aws-powertools/powertools-lambda-python/issues/4698))
* **deps:** bump actions/download-artifact from 4.1.7 to 4.1.8 ([#4699](https://github.com/aws-powertools/powertools-lambda-python/issues/4699))
* **deps:** bump actions/setup-node from 4.0.2 to 4.0.3 ([#4725](https://github.com/aws-powertools/powertools-lambda-python/issues/4725))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.9 to 3.0.10 ([#4678](https://github.com/aws-powertools/powertools-lambda-python/issues/4678))
* **deps:** bump docker/setup-buildx-action from 3.3.0 to 3.4.0 ([#4693](https://github.com/aws-powertools/powertools-lambda-python/issues/4693))
* **deps:** bump zipp from 3.17.0 to 3.19.1 in /docs ([#4720](https://github.com/aws-powertools/powertools-lambda-python/issues/4720))
* **deps:** bump the layer-balancer group in /layer/scripts/layer-balancer with 3 updates ([#4659](https://github.com/aws-powertools/powertools-lambda-python/issues/4659))
* **deps:** bump certifi from 2024.6.2 to 2024.7.4 ([#4700](https://github.com/aws-powertools/powertools-lambda-python/issues/4700))
* **deps:** bump github.com/aws/aws-sdk-go-v2/config from 1.27.23 to 1.27.24 in /layer/scripts/layer-balancer in the layer-balancer group ([#4684](https://github.com/aws-powertools/powertools-lambda-python/issues/4684))
* **deps-dev:** bump mkdocs-material from 9.5.27 to 9.5.28 ([#4676](https://github.com/aws-powertools/powertools-lambda-python/issues/4676))
* **deps-dev:** bump cfn-lint from 1.4.2 to 1.5.0 ([#4675](https://github.com/aws-powertools/powertools-lambda-python/issues/4675))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.147.3a0 to 2.148.0a0 ([#4722](https://github.com/aws-powertools/powertools-lambda-python/issues/4722))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.200 to 0.1.201 ([#4687](https://github.com/aws-powertools/powertools-lambda-python/issues/4687))
* **deps-dev:** bump aws-cdk-lib from 2.147.2 to 2.147.3 ([#4674](https://github.com/aws-powertools/powertools-lambda-python/issues/4674))
* **deps-dev:** bump zipp from 3.17.0 to 3.19.1 in /layer ([#4721](https://github.com/aws-powertools/powertools-lambda-python/issues/4721))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.202 to 0.1.205 ([#4723](https://github.com/aws-powertools/powertools-lambda-python/issues/4723))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.147.2a0 to 2.147.3a0 ([#4686](https://github.com/aws-powertools/powertools-lambda-python/issues/4686))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.199 to 0.1.200 ([#4677](https://github.com/aws-powertools/powertools-lambda-python/issues/4677))
* **deps-dev:** bump aws-cdk-lib from 2.147.3 to 2.148.0 ([#4710](https://github.com/aws-powertools/powertools-lambda-python/issues/4710))
* **deps-dev:** bump aws-cdk from 2.147.2 to 2.147.3 ([#4672](https://github.com/aws-powertools/powertools-lambda-python/issues/4672))
* **deps-dev:** bump mypy-boto3-s3 from 1.34.120 to 1.34.138 in the boto-typing group ([#4673](https://github.com/aws-powertools/powertools-lambda-python/issues/4673))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.201 to 0.1.202 ([#4696](https://github.com/aws-powertools/powertools-lambda-python/issues/4696))
* **deps-dev:** bump cfn-lint from 1.5.1 to 1.5.2 ([#4724](https://github.com/aws-powertools/powertools-lambda-python/issues/4724))
* **deps-dev:** bump ruff from 0.5.0 to 0.5.1 ([#4697](https://github.com/aws-powertools/powertools-lambda-python/issues/4697))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.198 to 0.1.199 ([#4668](https://github.com/aws-powertools/powertools-lambda-python/issues/4668))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.147.1a0 to 2.147.2a0 ([#4667](https://github.com/aws-powertools/powertools-lambda-python/issues/4667))
* **deps-dev:** bump aws-cdk from 2.147.3 to 2.148.0 ([#4708](https://github.com/aws-powertools/powertools-lambda-python/issues/4708))
* **deps-dev:** bump cfn-lint from 1.5.2 to 1.5.3 ([#4734](https://github.com/aws-powertools/powertools-lambda-python/issues/4734))
* **deps-dev:** bump sentry-sdk from 2.8.0 to 2.9.0 ([#4735](https://github.com/aws-powertools/powertools-lambda-python/issues/4735))
* **deps-dev:** bump cfn-lint from 1.4.1 to 1.4.2 ([#4660](https://github.com/aws-powertools/powertools-lambda-python/issues/4660))
* **deps-dev:** bump aws-cdk-lib from 2.147.1 to 2.147.2 ([#4661](https://github.com/aws-powertools/powertools-lambda-python/issues/4661))
* **deps-dev:** bump cfn-lint from 1.5.0 to 1.5.1 ([#4711](https://github.com/aws-powertools/powertools-lambda-python/issues/4711))
* **deps-dev:** bump aws-cdk from 2.147.1 to 2.147.2 ([#4657](https://github.com/aws-powertools/powertools-lambda-python/issues/4657))
* **deps-dev:** bump ruff from 0.4.10 to 0.5.0 ([#4644](https://github.com/aws-powertools/powertools-lambda-python/issues/4644))
* **deps-dev:** bump sentry-sdk from 2.7.1 to 2.8.0 ([#4712](https://github.com/aws-powertools/powertools-lambda-python/issues/4712))
* **layers:** downgrade aws cdk to 2.145.0 ([#4739](https://github.com/aws-powertools/powertools-lambda-python/issues/4739))
<a name="v2.40.1"></a>
## [v2.40.1] - 2024-06-28
## Bug Fixes
* **event_handler:** current_event regression AppSyncResolver Router ([#4652](https://github.com/aws-powertools/powertools-lambda-python/issues/4652))
## Maintenance
* version bump
* **ci:** new pre-release 2.40.1a1 ([#4653](https://github.com/aws-powertools/powertools-lambda-python/issues/4653))
* **ci:** new pre-release 2.40.1a0 ([#4648](https://github.com/aws-powertools/powertools-lambda-python/issues/4648))
* **deps-dev:** bump cfn-lint from 1.3.7 to 1.4.1 ([#4646](https://github.com/aws-powertools/powertools-lambda-python/issues/4646))
* **deps-dev:** bump sentry-sdk from 2.7.0 to 2.7.1 ([#4645](https://github.com/aws-powertools/powertools-lambda-python/issues/4645))
<a name="v2.40.0"></a>
## [v2.40.0] - 2024-06-27
## Bug Fixes
* **event_sources:** change partition and offset field types in KafkaEventRecord ([#4515](https://github.com/aws-powertools/powertools-lambda-python/issues/4515))
## Documentation
* **homepage:** Fix homepage link ([#4587](https://github.com/aws-powertools/powertools-lambda-python/issues/4587))
* **i-made-this:** add new article about best practices for accelerating serverless development ([#4518](https://github.com/aws-powertools/powertools-lambda-python/issues/4518))
* **public reference:** add Brsk as a public reference ([#4597](https://github.com/aws-powertools/powertools-lambda-python/issues/4597))
## Features
* **event-handler:** add appsync batch resolvers ([#1998](https://github.com/aws-powertools/powertools-lambda-python/issues/1998))
* **validation:** support JSON Schema referencing in validation utils ([#4508](https://github.com/aws-powertools/powertools-lambda-python/issues/4508))
## Maintenance
* version bump
* **ci:** add the Metrics feature to nox tests ([#4552](https://github.com/aws-powertools/powertools-lambda-python/issues/4552))
* **ci:** new pre-release 2.39.2a5 ([#4636](https://github.com/aws-powertools/powertools-lambda-python/issues/4636))
* **ci:** add the Streaming feature to nox tests ([#4575](https://github.com/aws-powertools/powertools-lambda-python/issues/4575))
* **ci:** new pre-release 2.39.2a4 ([#4629](https://github.com/aws-powertools/powertools-lambda-python/issues/4629))
* **ci:** new pre-release 2.39.2a3 ([#4620](https://github.com/aws-powertools/powertools-lambda-python/issues/4620))
* **ci:** add the Event Handler feature to nox tests ([#4581](https://github.com/aws-powertools/powertools-lambda-python/issues/4581))
* **ci:** add the Data Class feature to nox tests ([#4583](https://github.com/aws-powertools/powertools-lambda-python/issues/4583))
* **ci:** add the Parser feature to nox tests ([#4584](https://github.com/aws-powertools/powertools-lambda-python/issues/4584))
* **ci:** add the Idempotency feature to nox tests ([#4585](https://github.com/aws-powertools/powertools-lambda-python/issues/4585))
* **ci:** new pre-release 2.39.2a2 ([#4610](https://github.com/aws-powertools/powertools-lambda-python/issues/4610))
* **ci:** introduce tests with Nox ([#4537](https://github.com/aws-powertools/powertools-lambda-python/issues/4537))
* **ci:** new pre-release 2.39.2a1 ([#4598](https://github.com/aws-powertools/powertools-lambda-python/issues/4598))
* **ci:** add the Tracer feature to nox tests ([#4567](https://github.com/aws-powertools/powertools-lambda-python/issues/4567))
* **ci:** add the Middleware Factory feature to nox tests ([#4568](https://github.com/aws-powertools/powertools-lambda-python/issues/4568))
* **ci:** add the Parameters feature to nox tests ([#4569](https://github.com/aws-powertools/powertools-lambda-python/issues/4569))
* **ci:** add the Batch Processor feature to nox tests ([#4586](https://github.com/aws-powertools/powertools-lambda-python/issues/4586))
* **ci:** add the Feature Flags feature to nox tests ([#4570](https://github.com/aws-powertools/powertools-lambda-python/issues/4570))
* **ci:** add the Validation feature to nox tests ([#4571](https://github.com/aws-powertools/powertools-lambda-python/issues/4571))
* **ci:** introduce daily pre-releases ([#4535](https://github.com/aws-powertools/powertools-lambda-python/issues/4535))
* **ci:** new pre-release 2.39.2a0 ([#4590](https://github.com/aws-powertools/powertools-lambda-python/issues/4590))
* **ci:** add the Data Masking feature to nox tests ([#4574](https://github.com/aws-powertools/powertools-lambda-python/issues/4574))
* **ci:** add the Typing feature to nox tests ([#4572](https://github.com/aws-powertools/powertools-lambda-python/issues/4572))
* **deps:** bump pypa/gh-action-pypi-publish from 1.8.14 to 1.9.0 ([#4592](https://github.com/aws-powertools/powertools-lambda-python/issues/4592))
* **deps:** bump pydantic from 1.10.16 to 1.10.17 ([#4595](https://github.com/aws-powertools/powertools-lambda-python/issues/4595))
* **deps:** bump the layer-balancer group in /layer/scripts/layer-balancer with 3 updates ([#4565](https://github.com/aws-powertools/powertools-lambda-python/issues/4565))
* **deps:** bump squidfunk/mkdocs-material from `96abcbb` to `257eca8` in /docs ([#4540](https://github.com/aws-powertools/powertools-lambda-python/issues/4540))
* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.7 to 3.0.9 ([#4539](https://github.com/aws-powertools/powertools-lambda-python/issues/4539))
* **deps:** bump the layer-balancer group in /layer/scripts/layer-balancer with 3 updates ([#4546](https://github.com/aws-powertools/powertools-lambda-python/issues/4546))
* **deps:** bump redis from 5.0.5 to 5.0.6 ([#4527](https://github.com/aws-powertools/powertools-lambda-python/issues/4527))
* **deps:** bump the layer-balancer group in /layer/scripts/layer-balancer with 3 updates ([#4580](https://github.com/aws-powertools/powertools-lambda-python/issues/4580))
* **deps:** bump the layer-balancer group in /layer/scripts/layer-balancer with 2 updates ([#4635](https://github.com/aws-powertools/powertools-lambda-python/issues/4635))
* **deps:** bump codecov/codecov-action from 4.4.1 to 4.5.0 ([#4514](https://github.com/aws-powertools/powertools-lambda-python/issues/4514))
* **deps:** bump pypa/gh-action-pypi-publish from 1.8.14 to 1.9.0 ([#4538](https://github.com/aws-powertools/powertools-lambda-python/issues/4538))
* **deps:** bump fastjsonschema from 2.19.1 to 2.20.0 ([#4543](https://github.com/aws-powertools/powertools-lambda-python/issues/4543))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.189 to 0.1.192 ([#4578](https://github.com/aws-powertools/powertools-lambda-python/issues/4578))
* **deps-dev:** bump sentry-sdk from 2.5.1 to 2.6.0 ([#4579](https://github.com/aws-powertools/powertools-lambda-python/issues/4579))
* **deps-dev:** bump cfn-lint from 0.87.7 to 1.3.0 ([#4577](https://github.com/aws-powertools/powertools-lambda-python/issues/4577))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.192 to 0.1.193 ([#4596](https://github.com/aws-powertools/powertools-lambda-python/issues/4596))
* **deps-dev:** bump ruff from 0.4.9 to 0.4.10 ([#4594](https://github.com/aws-powertools/powertools-lambda-python/issues/4594))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.193 to 0.1.194 ([#4601](https://github.com/aws-powertools/powertools-lambda-python/issues/4601))
* **deps-dev:** bump aws-cdk from 2.146.0 to 2.147.0 ([#4604](https://github.com/aws-powertools/powertools-lambda-python/issues/4604))
* **deps-dev:** bump aws-cdk-lib from 2.146.0 to 2.147.0 ([#4603](https://github.com/aws-powertools/powertools-lambda-python/issues/4603))
* **deps-dev:** bump filelock from 3.15.1 to 3.15.3 ([#4576](https://github.com/aws-powertools/powertools-lambda-python/issues/4576))
* **deps-dev:** bump hvac from 2.2.0 to 2.3.0 ([#4563](https://github.com/aws-powertools/powertools-lambda-python/issues/4563))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.188 to 0.1.189 ([#4564](https://github.com/aws-powertools/powertools-lambda-python/issues/4564))
* **deps-dev:** bump cfn-lint from 1.3.0 to 1.3.3 ([#4602](https://github.com/aws-powertools/powertools-lambda-python/issues/4602))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.194 to 0.1.198 ([#4627](https://github.com/aws-powertools/powertools-lambda-python/issues/4627))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.146.0a0 to 2.147.0a0 ([#4619](https://github.com/aws-powertools/powertools-lambda-python/issues/4619))
* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.184 to 0.1.188 ([#4550](https://github.com/aws-powertools/powertools-lambda-python/issues/4550))
* **deps-dev:** bump mkdocs-material from 9.5.26 to 9.5.27 ([#4544](https://github.com/aws-powertools/powertools-lambda-python/issues/4544))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.145.0a0 to 2.146.0a0 ([#4542](https://github.com/aws-powertools/powertools-lambda-python/issues/4542))
* **deps-dev:** bump urllib3 from 1.26.18 to 1.26.19 in /layer ([#4547](https://github.com/aws-powertools/powertools-lambda-python/issues/4547))
* **deps-dev:** bump aws-cdk-lib from 2.145.0 to 2.146.0 ([#4526](https://github.com/aws-powertools/powertools-lambda-python/issues/4526))
* **deps-dev:** bump aws-cdk from 2.147.0 to 2.147.1 ([#4614](https://github.com/aws-powertools/powertools-lambda-python/issues/4614))
* **deps-dev:** bump coverage from 7.5.3 to 7.5.4 ([#4617](https://github.com/aws-powertools/powertools-lambda-python/issues/4617))