diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 599e0bb..07a1258 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -6,7 +6,7 @@ jobs:
   lint:
     strategy:
       matrix:
-        python-version: ["3.11"]
+        python-version: ["3.12"]
         poetry-version: ["1.8.3"]
         os: [ubuntu-22.04]
     runs-on: ${{ matrix.os }}
@@ -28,7 +28,7 @@ jobs:
   test:
     strategy:
       matrix:
-        python-version: ["3.11"]
+        python-version: ["3.12"]
         poetry-version: ["1.4"]
         os: [ubuntu-22.04]
     runs-on: ${{ matrix.os }}
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index cc4fa48..cfedac2 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -8,7 +8,7 @@ jobs:
   release:
     strategy:
       matrix:
-        python-version: ["3.11"]
+        python-version: ["3.12"]
         poetry-version: ["1.8.3"]
         os: [ubuntu-22.04]
     runs-on: ${{ matrix.os }}
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index c2c69c9..d6daf5d 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -3,4 +3,4 @@ repos:
     rev: 22.3.0
     hooks:
     - id: black
-      language_version: python3.11
+      language_version: python3.12
diff --git a/Dockerfile b/Dockerfile
index 56c16b4..4fccf78 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.11
+FROM python:3.12
 RUN apt-get update
 RUN apt-get install -y zip
 
diff --git a/poetry.lock b/poetry.lock
index 29e377a..01e14ee 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -13,131 +13,131 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.2"
+version = "3.13.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -150,7 +150,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.3.0)", "backports.zstd", "brotlicffi"]
+speedups = ["Brotli (>=1.2)", "aiodns (>=3.3.0)", "backports.zstd", "brotlicffi (>=1.2)"]
 
 [[package]]
 name = "aiosignal"
@@ -210,13 +210,13 @@ files = [
 
 [[package]]
 name = "aws-lambda-builders"
-version = "1.59.0"
+version = "1.60.0"
 description = "Python library to compile, build & package AWS Lambda functions for several runtimes & frameworks."
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "aws_lambda_builders-1.59.0.tar.gz", hash = "sha256:d863db6b6fcf1377bd6e4b2eb5443874b839ffa65d4cde2b531c8c2120bd99e3"},
+    {file = "aws_lambda_builders-1.60.0-py3-none-any.whl", hash = "sha256:c61d49dd80ee00a484bea3754ff55fd45e6ec5cd3c56169a6eb8767882187dbd"},
+    {file = "aws_lambda_builders-1.60.0.tar.gz", hash = "sha256:518b668130e550a4c88968432fba344a36aa965cca89bf8a30456f991053ae0e"},
 ]
 
 [package.dependencies]
@@ -228,21 +228,21 @@ dev = ["black (==24.8.0)", "black (==25.9.0)", "coverage (==7.10.7)", "coverage
 
 [[package]]
 name = "aws-sam-cli"
-version = "1.146.0"
+version = "1.148.0"
 description = "AWS SAM CLI is a CLI tool for local development and testing of Serverless applications"
 optional = false
 python-versions = "!=4.0,<=4.0,>=3.9"
 files = [
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+    {file = "aws_sam_cli-1.148.0.tar.gz", hash = "sha256:1d7eceb62f491623d3460db73ad549b966645f8cf84e072ce83d8b849cdf1748"},
 ]
 
 [package.dependencies]
-aws_lambda_builders = "1.59.0"
-aws-sam-translator = "1.101.0"
-boto3 = ">=1.29.2,<2"
-boto3-stubs = {version = "1.40.61", extras = ["apigateway", "cloudformation", "ecr", "iam", "kinesis", "lambda", "s3", "schemas", "secretsmanager", "signer", "sqs", "stepfunctions", "sts", "xray"]}
-cfn-lint = ">=1.40.4,<1.41.0"
+aws_lambda_builders = "1.60.0"
+aws-sam-translator = "1.103.0"
+boto3 = {version = ">=1.29.2,<2", extras = ["crt"]}
+boto3-stubs = {version = "1.41.0", extras = ["apigateway", "cloudformation", "ecr", "iam", "kinesis", "lambda", "s3", "schemas", "secretsmanager", "signer", "sqs", "stepfunctions", "sts", "xray"]}
+cfn-lint = ">=1.41.0,<1.42.0"
 chevron = ">=0.12,<1.0"
 click = "8.1.8"
 cookiecutter = ">=2.6.0,<2.7.0"
@@ -268,13 +268,13 @@ pre-dev = ["ruff (==0.14.1)"]
 
 [[package]]
 name = "aws-sam-translator"
-version = "1.101.0"
+version = "1.103.0"
 description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates"
 optional = false
 python-versions = "!=4.0,<=4.0,>=3.8"
 files = [
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 [package.dependencies]
@@ -286,6 +286,58 @@ typing_extensions = ">=4.4"
 [package.extras]
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+[[package]]
+name = "awscrt"
+version = "0.29.2"
+description = "A common runtime for AWS Python projects"
+optional = false
+python-versions = ">=3.8"
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+    {file = "awscrt-0.29.2.tar.gz", hash = "sha256:c78d81b1308d42fda1eb21d27fcf26579137b821043e528550f2cfc6c09ab9ff"},
+]
+
+[package.extras]
+dev = ["autopep8 (>=2.3.1)", "build (>=1.2.2)", "h2 (==4.1.0)", "sphinx (>=7.2.6,<7.3)", "websockets (>=13.1)"]
+
 [[package]]
 name = "binaryornot"
 version = "0.4.4"
@@ -357,493 +409,499 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.41.0"
+version = "1.42.25"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
-botocore = ">=1.41.0,<1.42.0"
+botocore = [
+    {version = ">=1.42.25,<1.43.0"},
+    {version = ">=1.21.0,<2.0a0", extras = ["crt"], optional = true, markers = "extra == \"crt\""},
+]
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.14.0,<0.15.0"
+s3transfer = ">=0.16.0,<0.17.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.40.61"
-description = "Type annotations for boto3 1.40.61 generated with mypy-boto3-builder 8.11.0"
+version = "1.41.0"
+description = "Type annotations for boto3 1.41.0 generated with mypy-boto3-builder 8.12.0"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 botocore-stubs = "*"
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+mypy-boto3-iam = {version = ">=1.41.0,<1.42.0", optional = true, markers = "extra == \"iam\""}
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+mypy-boto3-secretsmanager = {version = ">=1.41.0,<1.42.0", optional = true, markers = "extra == \"secretsmanager\""}
+mypy-boto3-signer = {version = ">=1.41.0,<1.42.0", optional = true, markers = "extra == \"signer\""}
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+mypy-boto3-xray = {version = ">=1.41.0,<1.42.0", optional = true, markers = "extra == \"xray\""}
 types-s3transfer = "*"
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 [package.extras]
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+sts = ["mypy-boto3-sts (>=1.41.0,<1.42.0)"]
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+support-app = ["mypy-boto3-support-app (>=1.41.0,<1.42.0)"]
+swf = ["mypy-boto3-swf (>=1.41.0,<1.42.0)"]
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+translate = ["mypy-boto3-translate (>=1.41.0,<1.42.0)"]
+trustedadvisor = ["mypy-boto3-trustedadvisor (>=1.41.0,<1.42.0)"]
+verifiedpermissions = ["mypy-boto3-verifiedpermissions (>=1.41.0,<1.42.0)"]
+voice-id = ["mypy-boto3-voice-id (>=1.41.0,<1.42.0)"]
+vpc-lattice = ["mypy-boto3-vpc-lattice (>=1.41.0,<1.42.0)"]
+waf = ["mypy-boto3-waf (>=1.41.0,<1.42.0)"]
+waf-regional = ["mypy-boto3-waf-regional (>=1.41.0,<1.42.0)"]
+wafv2 = ["mypy-boto3-wafv2 (>=1.41.0,<1.42.0)"]
+wellarchitected = ["mypy-boto3-wellarchitected (>=1.41.0,<1.42.0)"]
+wisdom = ["mypy-boto3-wisdom (>=1.41.0,<1.42.0)"]
+workdocs = ["mypy-boto3-workdocs (>=1.41.0,<1.42.0)"]
+workmail = ["mypy-boto3-workmail (>=1.41.0,<1.42.0)"]
+workmailmessageflow = ["mypy-boto3-workmailmessageflow (>=1.41.0,<1.42.0)"]
+workspaces = ["mypy-boto3-workspaces (>=1.41.0,<1.42.0)"]
+workspaces-instances = ["mypy-boto3-workspaces-instances (>=1.41.0,<1.42.0)"]
+workspaces-thin-client = ["mypy-boto3-workspaces-thin-client (>=1.41.0,<1.42.0)"]
+workspaces-web = ["mypy-boto3-workspaces-web (>=1.41.0,<1.42.0)"]
+xray = ["mypy-boto3-xray (>=1.41.0,<1.42.0)"]
 
 [[package]]
 name = "botocore"
-version = "1.41.0"
+version = "1.42.25"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "botocore-1.41.0-py3-none-any.whl", hash = "sha256:a5018d6268eee358dfc5d86e596c3062b4e225690acaf946f54c00063b804bf8"},
-    {file = "botocore-1.41.0.tar.gz", hash = "sha256:555afbf86a644bfa4ebd7bd98d717b53b792e6bbb2c49f2b308fb06964cf1655"},
+    {file = "botocore-1.42.25-py3-none-any.whl", hash = "sha256:470261966aab1d09a1cd4ba56810098834443602846559ba9504f6613dfa52dc"},
+    {file = "botocore-1.42.25.tar.gz", hash = "sha256:7ae79d1f77d3771e83e4dd46bce43166a1ba85d58a49cffe4c4a721418616054"},
 ]
 
 [package.dependencies]
+awscrt = {version = "0.29.2", optional = true, markers = "extra == \"crt\""}
 jmespath = ">=0.7.1,<2.0.0"
 python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.28.4)"]
+crt = ["awscrt (==0.29.2)"]
 
 [[package]]
 name = "botocore-stubs"
-version = "1.40.76"
+version = "1.42.25"
 description = "Type annotations and code completion for botocore"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "botocore_stubs-1.40.76-py3-none-any.whl", hash = "sha256:84c9a24c2a38a59dd173f2655afacf7b6484c05f3d61cf198b59bb54a6efebc5"},
-    {file = "botocore_stubs-1.40.76.tar.gz", hash = "sha256:261d51e71a164a93abf9c6a5c779c5664d307ec4450de917ad9cbe7c29782223"},
+    {file = "botocore_stubs-1.42.25-py3-none-any.whl", hash = "sha256:49d15529002bd1099a9a099a77d70b7b52859153783440e96eb55791e8147d1b"},
+    {file = "botocore_stubs-1.42.25.tar.gz", hash = "sha256:70a8a53ba2684ff462c44d5996acd85fc5c7eb969e2cf3c25274441269524298"},
 ]
 
 [package.dependencies]
@@ -854,13 +912,13 @@ botocore = ["botocore"]
 
 [[package]]
 name = "certifi"
-version = "2025.11.12"
+version = "2026.1.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "certifi-2025.11.12-py3-none-any.whl", hash = "sha256:97de8790030bbd5c2d96b7ec782fc2f7820ef8dba6db909ccf95449f2d062d4b"},
-    {file = "certifi-2025.11.12.tar.gz", hash = "sha256:d8ab5478f2ecd78af242878415affce761ca6bc54a22a27e026d7c25357c3316"},
+    {file = "certifi-2026.1.4-py3-none-any.whl", hash = "sha256:9943707519e4add1115f44c2bc244f782c0249876bf51b6599fee1ffbedd685c"},
+    {file = "certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120"},
 ]
 
 [[package]]
@@ -961,13 +1019,13 @@ pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
 
 [[package]]
 name = "cfn-lint"
-version = "1.40.4"
+version = "1.41.0"
 description = "Checks CloudFormation templates for practices and behaviour that could potentially be improved"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "cfn_lint-1.40.4-py3-none-any.whl", hash = "sha256:7b8bf9dac877842633d8403a8b2c31874b21c9922d74813da34e552b4cf03915"},
-    {file = "cfn_lint-1.40.4.tar.gz", hash = "sha256:7c8bcf3cf5f2cf8d96fd30fdee1115bfc2480a4c619afc8bce36d551fbb228e1"},
+    {file = "cfn_lint-1.41.0-py3-none-any.whl", hash = "sha256:cd43f76f59a664b2bad580840827849fac0d56a3b80e9a41315d8ab5ff6b563a"},
+    {file = "cfn_lint-1.41.0.tar.gz", hash = "sha256:6feca1cf57f9ed2833bab68d9b1d38c8033611e571fa792e45ab4a39e2b8ab57"},
 ]
 
 [package.dependencies]
@@ -1359,19 +1417,19 @@ websockets = ["websocket-client (>=1.3.0)"]
 
 [[package]]
 name = "flake8"
-version = "4.0.1"
+version = "7.3.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 files = [
-    {file = "flake8-4.0.1-py2.py3-none-any.whl", hash = "sha256:479b1304f72536a55948cb40a32dce8bb0ffe3501e26eaf292c7e60eb5e0428d"},
-    {file = "flake8-4.0.1.tar.gz", hash = "sha256:806e034dda44114815e23c16ef92f95c91e4c71100ff52813adf7132a6ad870d"},
+    {file = "flake8-7.3.0-py2.py3-none-any.whl", hash = "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e"},
+    {file = "flake8-7.3.0.tar.gz", hash = "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"},
 ]
 
 [package.dependencies]
-mccabe = ">=0.6.0,<0.7.0"
-pycodestyle = ">=2.8.0,<2.9.0"
-pyflakes = ">=2.4.0,<2.5.0"
+mccabe = ">=0.7.0,<0.8.0"
+pycodestyle = ">=2.14.0,<2.15.0"
+pyflakes = ">=3.4.0,<3.5.0"
 
 [[package]]
 name = "flask"
@@ -1782,13 +1840,13 @@ files = [
 
 [[package]]
 name = "mccabe"
-version = "0.6.1"
+version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 files = [
-    {file = "mccabe-0.6.1-py2.py3-none-any.whl", hash = "sha256:ab8a6258860da4b6677da4bd2fe5dc2c659cff31b3ee4f7f5d64e79735b80d42"},
-    {file = "mccabe-0.6.1.tar.gz", hash = "sha256:dd8d182285a0fe56bace7f45b5e7d1a6ebcbf524e8f3bd87eb0f125271b8831f"},
+    {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
+    {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
 ]
 
 [[package]]
@@ -1992,200 +2050,158 @@ files = [
 
 [[package]]
 name = "mypy-boto3-apigateway"
-version = "1.40.63"
-description = "Type annotations for boto3 APIGateway 1.40.63 service generated with mypy-boto3-builder 8.11.0"
+version = "1.41.2"
+description = "Type annotations for boto3 APIGateway 1.41.2 service generated with mypy-boto3-builder 8.12.0"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "mypy_boto3_apigateway-1.40.63-py3-none-any.whl", hash = "sha256:b7e133bbe15f8eca4d4075641929776f631056c1d1a0acb7f3419a7c9f7deba2"},
-    {file = "mypy_boto3_apigateway-1.40.63.tar.gz", hash = "sha256:5f6c3191e298bcd0866e01700368d64ab01d3e0e4f73b5c23af4daba26652da4"},
+    {file = "mypy_boto3_apigateway-1.41.2-py3-none-any.whl", hash = "sha256:09c65a365132f2627109611eab2d4d3371d98c2c9886e3ca74df48f0a5d8832f"},
+    {file = "mypy_boto3_apigateway-1.41.2.tar.gz", hash = "sha256:fa93e033aec8ad05e443207aad7c57ad5a3910e665c4d151468131aea74b7f2c"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
-
 [[package]]
 name = "mypy-boto3-cloudformation"
-version = "1.40.76"
-description = "Type annotations for boto3 CloudFormation 1.40.76 service generated with mypy-boto3-builder 8.12.0"
+version = "1.41.2"
+description = "Type annotations for boto3 CloudFormation 1.41.2 service generated with mypy-boto3-builder 8.12.0"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "mypy_boto3_cloudformation-1.40.76-py3-none-any.whl", hash = "sha256:b4854d0da7bedf50fc23b507644febdab727135e9ac8cd5f65033b594f9cfd99"},
-    {file = "mypy_boto3_cloudformation-1.40.76.tar.gz", hash = "sha256:993adc17b8048fd467ef0bba062b1d69392e249cac90cee37ac7b88e24e2ea68"},
+    {file = "mypy_boto3_cloudformation-1.41.2-py3-none-any.whl", hash = "sha256:840a242fef4d93fbe7525b7fdf4b7499a5d0fd45cabca9ae3b14a2975dd413f9"},
+    {file = "mypy_boto3_cloudformation-1.41.2.tar.gz", hash = "sha256:d6028c6193793038893622366bd7fb3f55e14789dc291fa36a424b32a2ed9a29"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
-
 [[package]]
 name = "mypy-boto3-ecr"
-version = "1.40.73"
-description = "Type annotations for boto3 ECR 1.40.73 service generated with mypy-boto3-builder 8.12.0"
+version = "1.41.2"
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 [[package]]
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 [[package]]
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 [[package]]
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-[package.dependencies]
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 [[package]]
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-[package.dependencies]
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 [[package]]
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-[package.dependencies]
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 [[package]]
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-[package.dependencies]
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 [[package]]
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-[package.dependencies]
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 [[package]]
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-[package.dependencies]
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-
 [[package]]
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-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
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 [[package]]
 name = "mypy-boto3-sts"
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 ]
 
-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
-
 [[package]]
 name = "mypy-boto3-xray"
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-description = "Type annotations for boto3 XRay 1.40.61 service generated with mypy-boto3-builder 8.11.0"
+version = "1.41.0"
+description = "Type annotations for boto3 XRay 1.41.0 service generated with mypy-boto3-builder 8.12.0"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
-
 [[package]]
 name = "mypy-extensions"
 version = "1.1.0"
@@ -2199,21 +2215,23 @@ files = [
 
 [[package]]
 name = "networkx"
-version = "3.5"
+version = "3.6"
 description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.11"
 files = [
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+    {file = "networkx-3.6-py3-none-any.whl", hash = "sha256:cdb395b105806062473d3be36458d8f1459a4e4b98e236a66c3a48996e07684f"},
+    {file = "networkx-3.6.tar.gz", hash = "sha256:285276002ad1f7f7da0f7b42f004bcba70d381e936559166363707fdad3d72ad"},
 ]
 
 [package.extras]
+benchmarking = ["asv", "virtualenv"]
 default = ["matplotlib (>=3.8)", "numpy (>=1.25)", "pandas (>=2.0)", "scipy (>=1.11.2)"]
 developer = ["mypy (>=1.15)", "pre-commit (>=4.1)"]
 doc = ["intersphinx-registry", "myst-nb (>=1.1)", "numpydoc (>=1.8.0)", "pillow (>=10)", "pydata-sphinx-theme (>=0.16)", "sphinx (>=8.0)", "sphinx-gallery (>=0.18)", "texext (>=0.6.7)"]
-example = ["cairocffi (>=1.7)", "contextily (>=1.6)", "igraph (>=0.11)", "momepy (>=0.7.2)", "osmnx (>=2.0.0)", "scikit-learn (>=1.5)", "seaborn (>=0.13)"]
+example = ["cairocffi (>=1.7)", "contextily (>=1.6)", "igraph (>=0.11)", "iplotx (>=0.9.0)", "momepy (>=0.7.2)", "osmnx (>=2.0.0)", "scikit-learn (>=1.5)", "seaborn (>=0.13)"]
 extra = ["lxml (>=4.6)", "pydot (>=3.0.1)", "pygraphviz (>=1.14)", "sympy (>=1.10)"]
+release = ["build (>=0.10)", "changelist (==0.5)", "twine (>=4.0)", "wheel (>=0.40)"]
 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)", "pytest-xdist (>=3.0)"]
 test-extras = ["pytest-mpl", "pytest-randomly"]
 
@@ -2230,24 +2248,30 @@ files = [
 
 [[package]]
 name = "pathspec"
-version = "0.12.1"
+version = "1.0.3"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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+    {file = "pathspec-1.0.3.tar.gz", hash = "sha256:bac5cf97ae2c2876e2d25ebb15078eb04d76e4b98921ee31c6f85ade8b59444d"},
 ]
 
+[package.extras]
+hyperscan = ["hyperscan (>=0.7)"]
+optional = ["typing-extensions (>=4)"]
+re2 = ["google-re2 (>=1.1)"]
+tests = ["pytest (>=9)", "typing-extensions (>=4.15)"]
+
 [[package]]
 name = "platformdirs"
-version = "4.5.0"
+version = "4.5.1"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.10"
 files = [
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+    {file = "platformdirs-4.5.1-py3-none-any.whl", hash = "sha256:d03afa3963c806a9bed9d5125c8f4cb2fdaf74a55ab60e5d59b3fde758104d31"},
+    {file = "platformdirs-4.5.1.tar.gz", hash = "sha256:61d5cdcc6065745cdd94f0f878977f8de9437be93de97c1c12f853c9c0cdcbda"},
 ]
 
 [package.extras]
@@ -2403,13 +2427,13 @@ files = [
 
 [[package]]
 name = "pycodestyle"
-version = "2.8.0"
+version = "2.14.0"
 description = "Python style guide checker"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.9"
 files = [
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-    {file = "pycodestyle-2.8.0.tar.gz", hash = "sha256:eddd5847ef438ea1c7870ca7eb78a9d47ce0cdb4851a5523949f2601d0cbbe7f"},
+    {file = "pycodestyle-2.14.0-py2.py3-none-any.whl", hash = "sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d"},
+    {file = "pycodestyle-2.14.0.tar.gz", hash = "sha256:c4b5b517d278089ff9d0abdec919cd97262a3367449ea1c8b49b91529167b783"},
 ]
 
 [[package]]
@@ -2425,13 +2449,13 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.12.4"
+version = "2.12.5"
 description = "Data validation using Python type hints"
 optional = false
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-python-versions = ">=3.8"
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 [package.extras]
 docs = ["mercurial (>5.7)", "ryd"]
@@ -3204,13 +3228,13 @@ files = [
 
 [[package]]
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 description = "An Amazon S3 Transfer Manager"
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 python-versions = ">=3.9"
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 [package.dependencies]
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 [[package]]
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 [[package]]
@@ -3338,13 +3362,13 @@ typing-extensions = ">=4.12.0"
 
 [[package]]
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-version = "2025.2"
+version = "2025.3"
 description = "Provider of IANA time zone data"
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 python-versions = ">=2"
 files = [
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 ]
 
 [[package]]
@@ -3366,20 +3390,20 @@ devenv = ["check-manifest", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)
 
 [[package]]
 name = "urllib3"
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 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.extras]
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 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
+zstd = ["backports-zstd (>=1.0.0)"]
 
 [[package]]
 name = "watchdog"
@@ -3430,17 +3454,17 @@ watchmedo = ["PyYAML (>=3.10)"]
 
 [[package]]
 name = "werkzeug"
-version = "3.1.3"
+version = "3.1.5"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
-    {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"},
+    {file = "werkzeug-3.1.5-py3-none-any.whl", hash = "sha256:5111e36e91086ece91f93268bb39b4a35c1e6f1feac762c9c822ded0a4e322dc"},
+    {file = "werkzeug-3.1.5.tar.gz", hash = "sha256:6a548b0e88955dd07ccb25539d7d0cc97417ee9e179677d22c7041c8f078ce67"},
 ]
 
 [package.dependencies]
-MarkupSafe = ">=2.1.1"
+markupsafe = ">=2.1.1"
 
 [package.extras]
 watchdog = ["watchdog (>=2.3)"]
@@ -3605,5 +3629,5 @@ propcache = ">=0.2.1"
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.11"
-content-hash = "a9132a707684403a74f0da99694b1e4bcd1346c6b9ef6ef87b0ce5d396e17abb"
+python-versions = "^3.12"
+content-hash = "2affef50222a32cddae08d0fa180efcdc0cf54d9e2f0d5e0fe4453fd34356580"
diff --git a/pyproject.toml b/pyproject.toml
index a1dd00e..8117a4c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,13 +1,13 @@
 [tool.poetry]
 name = "aws-log-ingestion"
-version = "2.9.9"
+version = "2.10.0"
 description = ""
 authors = ["New Relic <serverless@newrelic.com>"]
 license = "Apache 2.0"
 package-mode= false
 
 [tool.poetry.dependencies]
-python = "^3.11"
+python = "^3.12"
 aiohttp = "^3.13.2"
 
 [tool.poetry.group.dev.dependencies]
@@ -15,7 +15,7 @@ aws-sam-cli = "^1.118.0"
 black = "^24.3.0"
 boto3 = "^1.19.2"
 coverage = "^6.0.2"
-flake8 = "^4.0.1"
+flake8 = "^7.0.0"
 mock = "^4.0.3"
 pytest = "^7.2.0"
 pytest-asyncio = "^0.16.0"
@@ -27,7 +27,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.black]
 line-length = 88
-target-version = ['py311']
+target-version = ['py312']
 include = '\.pyi?$'
 exclude = '''
 /(
diff --git a/serverless.yml b/serverless.yml
index 6c11ee2..ec8ebcd 100644
--- a/serverless.yml
+++ b/serverless.yml
@@ -2,7 +2,7 @@ service: newrelic-log-ingestion
 
 provider:
   name: aws
-  runtime: python3.11
+  runtime: python3.12
   stage: production
   timeout: 30
 
diff --git a/src/function.py b/src/function.py
index 2e37309..38381f3 100644
--- a/src/function.py
+++ b/src/function.py
@@ -119,7 +119,7 @@ class EntryType(Enum):
     r"(?P<request_id>[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12})"
 )
 
-LOGGING_LAMBDA_VERSION = "2.9.9"
+LOGGING_LAMBDA_VERSION = "2.10.0"
 LOGGING_PLUGIN_METADATA = {"type": "lambda", "version": LOGGING_LAMBDA_VERSION}
 
 
diff --git a/src/requirements.txt b/src/requirements.txt
index cbc21a5..77048f5 100644
--- a/src/requirements.txt
+++ b/src/requirements.txt
@@ -1,10 +1,10 @@
-aiohappyeyeballs==2.6.1 ; python_version >= "3.11" and python_version < "4.0"
-aiohttp==3.13.2 ; python_version >= "3.11" and python_version < "4.0"
-aiosignal==1.4.0 ; python_version >= "3.11" and python_version < "4.0"
-attrs==25.4.0 ; python_version >= "3.11" and python_version < "4.0"
-frozenlist==1.8.0 ; python_version >= "3.11" and python_version < "4.0"
-idna==3.11 ; python_version >= "3.11" and python_version < "4.0"
-multidict==6.7.0 ; python_version >= "3.11" and python_version < "4.0"
-propcache==0.4.1 ; python_version >= "3.11" and python_version < "4.0"
-typing-extensions==4.15.0 ; python_version >= "3.11" and python_version < "3.13"
-yarl==1.22.0 ; python_version >= "3.11" and python_version < "4.0"
+aiohappyeyeballs==2.6.1 ; python_version >= "3.12" and python_version < "4.0"
+aiohttp==3.13.2 ; python_version >= "3.12" and python_version < "4.0"
+aiosignal==1.4.0 ; python_version >= "3.12" and python_version < "4.0"
+attrs==25.4.0 ; python_version >= "3.12" and python_version < "4.0"
+frozenlist==1.8.0 ; python_version >= "3.12" and python_version < "4.0"
+idna==3.11 ; python_version >= "3.12" and python_version < "4.0"
+multidict==6.7.0 ; python_version >= "3.12" and python_version < "4.0"
+propcache==0.4.1 ; python_version >= "3.12" and python_version < "4.0"
+typing-extensions==4.15.0 ; python_version >= "3.12" and python_version < "3.13"
+yarl==1.22.0 ; python_version >= "3.12" and python_version < "4.0"
diff --git a/template.yaml b/template.yaml
index baef901..70dd7e2 100644
--- a/template.yaml
+++ b/template.yaml
@@ -62,7 +62,7 @@ Metadata:
     LicenseUrl: LICENSE
     ReadmeUrl: README.md
     HomePageUrl: https://github.com/newrelic/aws-log-ingestion
-    SemanticVersion: 2.9.9
+    SemanticVersion: 2.10.0
     SourceCodeUrl: https://github.com/newrelic/aws-log-ingestion
 
 Resources:
@@ -77,7 +77,7 @@ Resources:
       FunctionName: !Join ['-', ['newrelic-log-ingestion', !Select [4, !Split ['-', !Select [2, !Split ['/', !Ref AWS::StackId]]]]]]
       MemorySize:
         Ref: MemorySize
-      Runtime: python3.11
+      Runtime: python3.12
       PermissionsBoundary: !If [ HasPermissionBoundary, !Ref PermissionsBoundary, !Ref AWS::NoValue ]
       Role: !Sub arn:${AWS::Partition}:iam::${AWS::AccountId}:role/${FunctionRole}
       Timeout:
@@ -99,7 +99,7 @@ Resources:
       FunctionName: !Join ['-', ['newrelic-log-ingestion', !Select [4, !Split ['-', !Select [2, !Split ['/', !Ref AWS::StackId]]]]]]
       MemorySize:
         Ref: MemorySize
-      Runtime: python3.11
+      Runtime: python3.12
       PermissionsBoundary: !If [ HasPermissionBoundary, !Ref PermissionsBoundary, !Ref AWS::NoValue ]
       Timeout:
         Ref: Timeout
diff --git a/terraform.tf b/terraform.tf
index 74c22d9..bb5f00a 100644
--- a/terraform.tf
+++ b/terraform.tf
@@ -182,7 +182,7 @@ resource "aws_lambda_function" "ingestion_function" {
     ? var.function_role
     : aws_iam_role.lambda_role.0.arn
   )
-  runtime     = "python3.11"
+  runtime     = "python3.12"
   filename    = local.archive_name
   handler     = "function.lambda_handler"
   memory_size = var.memory_size