diff --git a/.dockerignore b/.dockerignore
index 84ebb48..a75b886 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -153,4 +153,19 @@ cython_debug/
 output/
 
 # MacOS files
-.DS_Store
\ No newline at end of file
+.DS_Store
+
+# AWS SAM build artifacts
+.aws-sam/
+
+.github
+
+
+.venv/
+.git/
+__pycache__/
+*.pyc
+.pytest_cache/
+tests/
+.env
+.mypy_cache/
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index e4937dd..704ee9d 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -2,6 +2,6 @@ name: CI
 on: push
 jobs:
   test:
-    uses: mitlibraries/.github/.github/workflows/python-shared-test.yml@main
+    uses: mitlibraries/.github/.github/workflows/python-uv-shared-test.yml@main
   lint:
-    uses: mitlibraries/.github/.github/workflows/python-shared-lint.yml@main
+    uses: mitlibraries/.github/.github/workflows/python-uv-shared-lint.yml@main
diff --git a/.gitignore b/.gitignore
index b4fbb14..e20e6f1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -136,4 +136,8 @@ dmypy.json
 .vscode/
 
 # jetbrains
-.idea/
\ No newline at end of file
+.idea/
+
+# SAM
+.aws-sam/
+tests/sam/env.json
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7ba1526..f529e92 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,29 +1,29 @@
 default_language_version:
-  python: python3.12 # set for project python version
+  python: python3.14 # set for project python version
 repos:
   - repo: local
     hooks:
       - id: black-apply
         name: black-apply
-        entry: pipenv run black
+        entry: uv run black
         language: system
         pass_filenames: true
         types: ["python"]
       - id: mypy
         name: mypy
-        entry: pipenv run mypy
+        entry: uv run mypy
         language: system
         pass_filenames: true
         types: ["python"]
         exclude: "tests/"
       - id: ruff-apply
         name: ruff-apply
-        entry: pipenv run ruff check --fix
+        entry: uv run ruff check --fix
         language: system
         pass_filenames: true
         types: ["python"]
-      - id: pip-audit
-        name: pip-audit
-        entry: pipenv run pip-audit
-        language: system
-        pass_filenames: false
\ No newline at end of file
+      # - id: pip-audit
+      #   name: pip-audit
+      #   entry: uv run pip-audit
+      #   language: system
+      #   pass_filenames: false
diff --git a/.python-version b/.python-version
index e4fba21..6324d40 100644
--- a/.python-version
+++ b/.python-version
@@ -1 +1 @@
-3.12
+3.14
diff --git a/Dockerfile b/Dockerfile
index a48ee42..2b5801b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,12 +1,19 @@
-FROM public.ecr.aws/lambda/python:3.12
+# ---- Build stage ----
+FROM public.ecr.aws/lambda/python:3.14 AS builder
+
+COPY --from=ghcr.io/astral-sh/uv:0.10.7 /uv /uvx /bin/
+
+COPY pyproject.toml uv.lock ${LAMBDA_TASK_ROOT}/
+
+RUN cd ${LAMBDA_TASK_ROOT} && \
+  uv export --format requirements-txt --no-hashes --no-dev > requirements.txt && \
+  uv pip install -r requirements.txt --target "${LAMBDA_TASK_ROOT}" --no-cache --system
 
-# Copy function code
 COPY . ${LAMBDA_TASK_ROOT}/
 
-# Install dependencies
-RUN pip3 install pipenv
-RUN pipenv requirements > requirements.txt
-RUN pip3 install -r requirements.txt --target "${LAMBDA_TASK_ROOT}"
+# ---- Runtime stage ----
+FROM public.ecr.aws/lambda/python:3.14
+
+COPY --from=builder ${LAMBDA_TASK_ROOT} ${LAMBDA_TASK_ROOT}
 
-# Default handler. See README for how to override to a different handler.
-CMD [ "lambdas.my_function.lambda_handler" ]
\ No newline at end of file
+CMD ["lambdas.my_function.lambda_handler"]
diff --git a/Makefile b/Makefile
index dde8071..5a40936 100644
--- a/Makefile
+++ b/Makefile
@@ -5,53 +5,77 @@ help: # Preview Makefile commands
 	@awk 'BEGIN { FS = ":.*#"; print "Usage:  make <target>\n\nTargets:" } \
 /^[-_[:alpha:]]+:.?*#/ { printf "  %-15s%s\n", $$1, $$2 }' $(MAKEFILE_LIST)
 
-#######################
-# Dependency commands
-#######################
+# ensure OS binaries aren't called if naming conflict with Make recipes
+.PHONY: help venv install update test coveralls lint black mypy ruff safety lint-apply black-apply ruff-apply
 
-install: # Install Python dependencies
-	pipenv install --dev
-	pipenv run pre-commit install
+##############################################
+# Python Environment and Dependency commands
+##############################################
 
-update: install # Update Python dependencies
-	pipenv clean
-	pipenv update --dev
+install: .venv .git/hooks/pre-commit # Install Python dependencies, hooks, and create virtual environment if not exists
+	uv sync --dev
+
+.venv: # Creates virtual environment if not found
+	@echo "Creating virtual environment at .venv..."
+	uv venv .venv
+
+.git/hooks/pre-commit: # Sets up pre-commit hook if not setup
+	@echo "Installing pre-commit hooks..."
+	uv run pre-commit install
+
+venv: .venv # Create the Python virtual environment
+
+update: # Update Python dependencies
+	uv lock --upgrade
+	uv sync --dev
 
 ######################
 # Unit test commands
 ######################
 
 test: # Run tests and print a coverage report
-	pipenv run coverage run --source=lambdas -m pytest -vv
-	pipenv run coverage report -m
+	uv run coverage run --source=lambdas -m pytest -vv
+	uv run coverage report -m
 
 coveralls: test # Write coverage data to an LCOV report
-	pipenv run coverage lcov -o ./coverage/lcov.info
+	uv run coverage lcov -o ./coverage/lcov.info
 
 ####################################
 # Code quality and safety commands
 ####################################
 
-lint: black mypy ruff safety # Run linters
+lint: black mypy ruff # Run linters
 
 black: # Run 'black' linter and print a preview of suggested changes
-	pipenv run black --check --diff .
+	uv run black --check --diff .
 
 mypy: # Run 'mypy' linter
-	pipenv run mypy .
+	uv run mypy .
 
 ruff: # Run 'ruff' linter and print a preview of errors
-	pipenv run ruff check .
+	uv run ruff check .
 
-safety: # Check for security vulnerabilities and verify Pipfile.lock is up-to-date
-	pipenv run pip-audit
-	pipenv verify
+safety: # Check for security vulnerabilities
+	uv run pip-audit
 
-lint-apply: # Apply changes with 'black' and resolve 'fixable errors' with 'ruff'
-	black-apply ruff-apply 
+lint-apply: black-apply ruff-apply # Apply changes with 'black' and resolve 'fixable errors' with 'ruff'
 
 black-apply: # Apply changes with 'black'
-	pipenv run black .
+	uv run black .
 
 ruff-apply: # Resolve 'fixable errors' with 'ruff'
-	pipenv run ruff check --fix .
\ No newline at end of file
+	uv run ruff check --fix .
+
+####################################
+# SAM Lambda
+####################################
+sam-build: # Build SAM image for running Lambda locally
+	sam build --template tests/sam/template.yaml
+
+sam-http-run: # Run lambda locally as an HTTP server
+	sam local start-api --template tests/sam/template.yaml --env-vars tests/sam/env.json
+
+sam-http-ping: # Send curl command to SAM HTTP server
+	curl --location 'http://localhost:3000/myapp' \
+	--header 'Content-Type: application/json' \
+	--data '{"msg":"in a bottle"}'
diff --git a/Pipfile b/Pipfile
deleted file mode 100644
index 634a18e..0000000
--- a/Pipfile
+++ /dev/null
@@ -1,19 +0,0 @@
-[[source]]
-url = "https://pypi.org/simple"
-verify_ssl = true
-name = "pypi"
-
-[packages]
-sentry-sdk = "*"
-
-[dev-packages]
-black = "*"
-coveralls = "*"
-mypy = "*"
-pre-commit = "*"
-pytest = "*"
-ruff = "*"
-pip-audit = "*"
-
-[requires]
-python_version = "3.12"
diff --git a/Pipfile.lock b/Pipfile.lock
deleted file mode 100644
index 43ee3e2..0000000
--- a/Pipfile.lock
+++ /dev/null
@@ -1,775 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "a612acf40ba78283919dee8ae880d4d69b70595e091b9bc0c5f74527af209ec5"
-        },
-        "pipfile-spec": 6,
-        "requires": {
-            "python_version": "3.12"
-        },
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "default": {
-        "certifi": {
-            "hashes": [
-                "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407",
-                "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2025.8.3"
-        },
-        "sentry-sdk": {
-            "hashes": [
-                "sha256:5ea58d352779ce45d17bc2fa71ec7185205295b83a9dbb5707273deb64720092",
-                "sha256:6e0c29b9a5d34de8575ffb04d289a987ff3053cf2c98ede445bea995e3830263"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.6'",
-            "version": "==2.35.0"
-        },
-        "urllib3": {
-            "hashes": [
-                "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760",
-                "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==2.5.0"
-        }
-    },
-    "develop": {
-        "black": {
-            "hashes": [
-                "sha256:030b9759066a4ee5e5aca28c3c77f9c64789cdd4de8ac1df642c40b708be6171",
-                "sha256:055e59b198df7ac0b7efca5ad7ff2516bca343276c466be72eb04a3bcc1f82d7",
-                "sha256:0e519ecf93120f34243e6b0054db49c00a35f84f195d5bce7e9f5cfc578fc2da",
-                "sha256:172b1dbff09f86ce6f4eb8edf9dede08b1fce58ba194c87d7a4f1a5aa2f5b3c2",
-                "sha256:1e2978f6df243b155ef5fa7e558a43037c3079093ed5d10fd84c43900f2d8ecc",
-                "sha256:33496d5cd1222ad73391352b4ae8da15253c5de89b93a80b3e2c8d9a19ec2666",
-                "sha256:3b48735872ec535027d979e8dcb20bf4f70b5ac75a8ea99f127c106a7d7aba9f",
-                "sha256:4b60580e829091e6f9238c848ea6750efed72140b91b048770b64e74fe04908b",
-                "sha256:759e7ec1e050a15f89b770cefbf91ebee8917aac5c20483bc2d80a6c3a04df32",
-                "sha256:8f0b18a02996a836cc9c9c78e5babec10930862827b1b724ddfe98ccf2f2fe4f",
-                "sha256:95e8176dae143ba9097f351d174fdaf0ccd29efb414b362ae3fd72bf0f710717",
-                "sha256:96c1c7cd856bba8e20094e36e0f948718dc688dba4a9d78c3adde52b9e6c2299",
-                "sha256:a1ee0a0c330f7b5130ce0caed9936a904793576ef4d2b98c40835d6a65afa6a0",
-                "sha256:a22f402b410566e2d1c950708c77ebf5ebd5d0d88a6a2e87c86d9fb48afa0d18",
-                "sha256:a39337598244de4bae26475f77dda852ea00a93bd4c728e09eacd827ec929df0",
-                "sha256:afebb7098bfbc70037a053b91ae8437c3857482d3a690fefc03e9ff7aa9a5fd3",
-                "sha256:bacabb307dca5ebaf9c118d2d2f6903da0d62c9faa82bd21a33eecc319559355",
-                "sha256:bce2e264d59c91e52d8000d507eb20a9aca4a778731a08cfff7e5ac4a4bb7096",
-                "sha256:d9e6827d563a2c820772b32ce8a42828dc6790f095f441beef18f96aa6f8294e",
-                "sha256:db8ea9917d6f8fc62abd90d944920d95e73c83a5ee3383493e35d271aca872e9",
-                "sha256:ea0213189960bda9cf99be5b8c8ce66bb054af5e9e861249cd23471bd7b0b3ba",
-                "sha256:f3df5f1bf91d36002b0a75389ca8663510cf0531cca8aa5c1ef695b46d98655f"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.9'",
-            "version": "==25.1.0"
-        },
-        "boolean.py": {
-            "hashes": [
-                "sha256:60cbc4bad079753721d32649545505362c754e121570ada4658b852a3a318d95",
-                "sha256:ef28a70bd43115208441b53a045d1549e2f0ec6e3d08a9d142cbc41c1938e8d9"
-            ],
-            "version": "==5.0"
-        },
-        "cachecontrol": {
-            "extras": [
-                "filecache"
-            ],
-            "hashes": [
-                "sha256:73e7efec4b06b20d9267b441c1f733664f989fb8688391b670ca812d70795d11",
-                "sha256:b35e44a3113f17d2a31c1e6b27b9de6d4405f84ae51baa8c1d3cc5b633010cae"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==0.14.3"
-        },
-        "certifi": {
-            "hashes": [
-                "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407",
-                "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5"
-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2025.8.3"
-        },
-        "cfgv": {
-            "hashes": [
-                "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9",
-                "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==3.4.0"
-        },
-        "charset-normalizer": {
-            "hashes": [
-                "sha256:00237675befef519d9af72169d8604a067d92755e84fe76492fef5441db05b91",
-                "sha256:02425242e96bcf29a49711b0ca9f37e451da7c70562bc10e8ed992a5a7a25cc0",
-                "sha256:027b776c26d38b7f15b26a5da1044f376455fb3766df8fc38563b4efbc515154",
-                "sha256:07a0eae9e2787b586e129fdcbe1af6997f8d0e5abaa0bc98c0e20e124d67e601",
-                "sha256:0cacf8f7297b0c4fcb74227692ca46b4a5852f8f4f24b3c766dd94a1075c4884",
-                "sha256:0e78314bdc32fa80696f72fa16dc61168fda4d6a0c014e0380f9d02f0e5d8a07",
-                "sha256:0f2be7e0cf7754b9a30eb01f4295cc3d4358a479843b31f328afd210e2c7598c",
-                "sha256:13faeacfe61784e2559e690fc53fa4c5ae97c6fcedb8eb6fb8d0a15b475d2c64",
-                "sha256:14c2a87c65b351109f6abfc424cab3927b3bdece6f706e4d12faaf3d52ee5efe",
-                "sha256:1606f4a55c0fd363d754049cdf400175ee96c992b1f8018b993941f221221c5f",
-                "sha256:16a8770207946ac75703458e2c743631c79c59c5890c80011d536248f8eaa432",
-                "sha256:18343b2d246dc6761a249ba1fb13f9ee9a2bcd95decc767319506056ea4ad4dc",
-                "sha256:18b97b8404387b96cdbd30ad660f6407799126d26a39ca65729162fd810a99aa",
-                "sha256:1bb60174149316da1c35fa5233681f7c0f9f514509b8e399ab70fea5f17e45c9",
-                "sha256:1e8ac75d72fa3775e0b7cb7e4629cec13b7514d928d15ef8ea06bca03ef01cae",
-                "sha256:1ef99f0456d3d46a50945c98de1774da86f8e992ab5c77865ea8b8195341fc19",
-                "sha256:2001a39612b241dae17b4687898843f254f8748b796a2e16f1051a17078d991d",
-                "sha256:23b6b24d74478dc833444cbd927c338349d6ae852ba53a0d02a2de1fce45b96e",
-                "sha256:252098c8c7a873e17dd696ed98bbe91dbacd571da4b87df3736768efa7a792e4",
-                "sha256:257f26fed7d7ff59921b78244f3cd93ed2af1800ff048c33f624c87475819dd7",
-                "sha256:2c322db9c8c89009a990ef07c3bcc9f011a3269bc06782f916cd3d9eed7c9312",
-                "sha256:30a96e1e1f865f78b030d65241c1ee850cdf422d869e9028e2fc1d5e4db73b92",
-                "sha256:30d006f98569de3459c2fc1f2acde170b7b2bd265dc1943e87e1a4efe1b67c31",
-                "sha256:31a9a6f775f9bcd865d88ee350f0ffb0e25936a7f930ca98995c05abf1faf21c",
-                "sha256:320e8e66157cc4e247d9ddca8e21f427efc7a04bbd0ac8a9faf56583fa543f9f",
-                "sha256:34a7f768e3f985abdb42841e20e17b330ad3aaf4bb7e7aeeb73db2e70f077b99",
-                "sha256:3653fad4fe3ed447a596ae8638b437f827234f01a8cd801842e43f3d0a6b281b",
-                "sha256:3cd35b7e8aedeb9e34c41385fda4f73ba609e561faedfae0a9e75e44ac558a15",
-                "sha256:3cfb2aad70f2c6debfbcb717f23b7eb55febc0bb23dcffc0f076009da10c6392",
-                "sha256:416175faf02e4b0810f1f38bcb54682878a4af94059a1cd63b8747244420801f",
-                "sha256:41d1fc408ff5fdfb910200ec0e74abc40387bccb3252f3f27c0676731df2b2c8",
-                "sha256:42e5088973e56e31e4fa58eb6bd709e42fc03799c11c42929592889a2e54c491",
-                "sha256:4ca4c094de7771a98d7fbd67d9e5dbf1eb73efa4f744a730437d8a3a5cf994f0",
-                "sha256:511729f456829ef86ac41ca78c63a5cb55240ed23b4b737faca0eb1abb1c41bc",
-                "sha256:53cd68b185d98dde4ad8990e56a58dea83a4162161b1ea9272e5c9182ce415e0",
-                "sha256:585f3b2a80fbd26b048a0be90c5aae8f06605d3c92615911c3a2b03a8a3b796f",
-                "sha256:5b413b0b1bfd94dbf4023ad6945889f374cd24e3f62de58d6bb102c4d9ae534a",
-                "sha256:5d8d01eac18c423815ed4f4a2ec3b439d654e55ee4ad610e153cf02faf67ea40",
-                "sha256:6aab0f181c486f973bc7262a97f5aca3ee7e1437011ef0c2ec04b5a11d16c927",
-                "sha256:6cf8fd4c04756b6b60146d98cd8a77d0cdae0e1ca20329da2ac85eed779b6849",
-                "sha256:6fb70de56f1859a3f71261cbe41005f56a7842cc348d3aeb26237560bfa5e0ce",
-                "sha256:6fce4b8500244f6fcb71465d4a4930d132ba9ab8e71a7859e6a5d59851068d14",
-                "sha256:70bfc5f2c318afece2f5838ea5e4c3febada0be750fcf4775641052bbba14d05",
-                "sha256:73dc19b562516fc9bcf6e5d6e596df0b4eb98d87e4f79f3ae71840e6ed21361c",
-                "sha256:74d77e25adda8581ffc1c720f1c81ca082921329452eba58b16233ab1842141c",
-                "sha256:78deba4d8f9590fe4dae384aeff04082510a709957e968753ff3c48399f6f92a",
-                "sha256:86df271bf921c2ee3818f0522e9a5b8092ca2ad8b065ece5d7d9d0e9f4849bcc",
-                "sha256:88ab34806dea0671532d3f82d82b85e8fc23d7b2dd12fa837978dad9bb392a34",
-                "sha256:8999f965f922ae054125286faf9f11bc6932184b93011d138925a1773830bbe9",
-                "sha256:8dcfc373f888e4fb39a7bc57e93e3b845e7f462dacc008d9749568b1c4ece096",
-                "sha256:939578d9d8fd4299220161fdd76e86c6a251987476f5243e8864a7844476ba14",
-                "sha256:96b2b3d1a83ad55310de8c7b4a2d04d9277d5591f40761274856635acc5fcb30",
-                "sha256:a2d08ac246bb48479170408d6c19f6385fa743e7157d716e144cad849b2dd94b",
-                "sha256:b256ee2e749283ef3ddcff51a675ff43798d92d746d1a6e4631bf8c707d22d0b",
-                "sha256:b5e3b2d152e74e100a9e9573837aba24aab611d39428ded46f4e4022ea7d1942",
-                "sha256:b89bc04de1d83006373429975f8ef9e7932534b8cc9ca582e4db7d20d91816db",
-                "sha256:bd28b817ea8c70215401f657edef3a8aa83c29d447fb0b622c35403780ba11d5",
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-                "sha256:8b9c7197f7cb2738065c481a0461e50ad02f18c78cd75775628afb4d7137fb3b",
-                "sha256:9056c1ecd25795207ad294bcf39f2db3d845767be0ea6e6a34d856f006006083",
-                "sha256:936d68689298c36b53b29f23c6dbb74de12b4ac12ca6cfe0e047bedceea56180",
-                "sha256:9b22676e8097e9e22e36d6b7bda33190d0d400f345f23d4065d48f4ca7ae0425",
-                "sha256:a4d3091415f010369ae4ed1fc6b79def9416358877534caf6a0fdd2146c87a3e",
-                "sha256:a8786accb172bd8afb8be14490a16625cbc387036876ab6ba70912730faf8e1f",
-                "sha256:a9f8c2e67970f13b16084e04f134610fd1d374bf477b17ec1599185cf611d725",
-                "sha256:bc2fa7c6b47d6bc618dd7fb02ef6fdedb1090ec036abab80d4681424b84c1183",
-                "sha256:c70c95198c015b85feafc136515252a261a84561b7b1d51e3384e0655ddf25ab",
-                "sha256:cc1c1159b3d456576af7a3e4d1ba7e6924cb39de8f67111c735f6fc832082774",
-                "sha256:ce826d6ef20b1bc864f0a68340c8b3287705cae2f8b4b1d932177dcc76721725",
-                "sha256:d584d9ec91ad65861cc08d42e834324ef890a082e591037abe114850ff7bbc3e",
-                "sha256:d7fded462629cfa4b685c5416b949ebad6cec74af5e2d42905d41e257e0869f5",
-                "sha256:d84a1718ee396f54f3a086ea0a66d8e552b2ab2017ef8b420e92edbc841c352d",
-                "sha256:d8e03406cac8513435335dbab54c0d385e4a49e4945d2909a581c83647ca0290",
-                "sha256:e10ce637b18caea04431ce14fabcf5c64a1c61ec9c56b071a4b7ca131ca52d44",
-                "sha256:ec031d5d2feb36d1d1a24380e4db6d43695f3748343d99434e6f5f9156aaa2ed",
-                "sha256:ef6107725bd54b262d6dedcc2af448a266975032bc85ef0172c5f059da6325b4",
-                "sha256:efdca5630322a10774e8e98e1af481aad470dd62c3170801852d752aa7a783ba",
-                "sha256:f753120cb8181e736c57ef7636e83f31b9c0d1722c516f7e86cf15b7aa57ff12",
-                "sha256:ff3824dc5261f50c9b0dfb3be22b4567a6f938ccce4587b38952d85fd9e9afe4"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==6.0.2"
-        },
-        "requests": {
-            "hashes": [
-                "sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c",
-                "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2.32.4"
-        },
-        "rich": {
-            "hashes": [
-                "sha256:536f5f1785986d6dbdea3c75205c473f970777b4a0d6c6dd1b696aa05a3fa04f",
-                "sha256:e497a48b844b0320d45007cdebfeaeed8db2a4f4bcf49f15e455cfc4af11eaa8"
-            ],
-            "markers": "python_full_version >= '3.8.0'",
-            "version": "==14.1.0"
-        },
-        "ruff": {
-            "hashes": [
-                "sha256:07adb221c54b6bba24387911e5734357f042e5669fa5718920ee728aba3cbadc",
-                "sha256:17d5b6b0b3a25259b69ebcba87908496e6830e03acfb929ef9fd4c58675fa2ea",
-                "sha256:1b15599931a1a7a03c388b9c5df1bfa62be7ede6eb7ef753b272381f39c3d0ff",
-                "sha256:3d02faa2977fb6f3f32ddb7828e212b7dd499c59eb896ae6c03ea5c303575756",
-                "sha256:43f07a3ccfc62cdb4d3a3348bf0588358a66da756aa113e071b8ca8c3b9826af",
-                "sha256:5b15ea354c6ff0d7423814ba6d44be2807644d0c05e9ed60caca87e963e93f70",
-                "sha256:63c8c819739d86b96d500cce885956a1a48ab056bbcbc61b747ad494b2485089",
-                "sha256:6fb15b1977309741d7d098c8a3cb7a30bc112760a00fb6efb7abc85f00ba5908",
-                "sha256:72db7521860e246adbb43f6ef464dd2a532ef2ef1f5dd0d470455b8d9f1773e0",
-                "sha256:881465ed56ba4dd26a691954650de6ad389a2d1fdb130fe51ff18a25639fe4bb",
-                "sha256:9fc83e4e9751e6c13b5046d7162f205d0a7bac5840183c5beebf824b08a27340",
-                "sha256:a03242c1522b4e0885af63320ad754d53983c9599157ee33e77d748363c561ce",
-                "sha256:aed9d15f8c5755c0e74467731a007fcad41f19bcce41cd75f768bbd687f8535f",
-                "sha256:cc7a37bd2509974379d0115cc5608a1a4a6c4bff1b452ea69db83c8855d53f93",
-                "sha256:d596c2d0393c2502eaabfef723bd74ca35348a8dac4267d18a94910087807c53",
-                "sha256:f5cd34fabfdea3933ab85d72359f118035882a01bff15bd1d2b15261d85d5f66",
-                "sha256:f6be1d2ca0686c54564da8e7ee9e25f93bdd6868263805f8c0b8fc6a449db6d7",
-                "sha256:fbd94b2e3c623f659962934e52c2bea6fc6da11f667a427a368adaf3af2c866a",
-                "sha256:fcebc6c79fcae3f220d05585229463621f5dbf24d79fdc4936d9302e177cfa3e"
-            ],
-            "index": "pypi",
-            "markers": "python_version >= '3.7'",
-            "version": "==0.12.9"
-        },
-        "sortedcontainers": {
-            "hashes": [
-                "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88",
-                "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"
-            ],
-            "version": "==2.4.0"
-        },
-        "toml": {
-            "hashes": [
-                "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b",
-                "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"
-            ],
-            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2'",
-            "version": "==0.10.2"
-        },
-        "typing-extensions": {
-            "hashes": [
-                "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36",
-                "sha256:d1e1e3b58374dc93031d6eda2420a48ea44a36c2b4766a4fdeb3710755731d76"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==4.14.1"
-        },
-        "urllib3": {
-            "hashes": [
-                "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760",
-                "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"
-            ],
-            "markers": "python_version >= '3.9'",
-            "version": "==2.5.0"
-        },
-        "virtualenv": {
-            "hashes": [
-                "sha256:341f5afa7eee943e4984a9207c025feedd768baff6753cd660c857ceb3e36026",
-                "sha256:44815b2c9dee7ed86e387b842a84f20b93f7f417f95886ca1996a72a4138eb1a"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==20.34.0"
-        }
-    }
-}
diff --git a/README.md b/README.md
index ba10393..cce3c39 100644
--- a/README.md
+++ b/README.md
@@ -27,47 +27,102 @@ Description of the function/functions.
 ## Development
 
 - To preview a list of available Makefile commands: `make help`
-- To install with dev dependencies: `make install`
+- To create a Python virtual environment and install with dev dependencies: `make install`
 - To update dependencies: `make update`
 - To run unit tests: `make test`
 - To lint the repo: `make lint`
 
-## Running Locally with Docker
+## Testing Locally with AWS SAM
 
-<https://docs.aws.amazon.com/lambda/latest/dg/images-test.html>
+### SAM Installation
 
-- Build the container:
+Ensure that AWS SAM CLI is installed: https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/install-sam-cli.html.
 
-  ```bash
-  docker build -t my_function:latest .
-  ```
+All following actions and commands should be performed from the root of the project (i.e. same directory as the `Dockerfile`).
 
-- Run the default handler for the container:
+### Building and Configuration
 
-  ```bash
-  docker run -e WORKSPACE=dev -p 9000:8080 my_function:latest
-  ```
+1- Create a JSON file for SAM that has environment variables for the container 
 
-- Post to the container:
+- copy `tests/sam/env.json.template` to `tests/sam/env.json` (which is git ignored)
+- fill in missing sensitive env vars
 
-  ```bash
-  curl -XPOST "http://localhost:9000/2015-03-31/functions/function/invocations" -d '{}'
-  ```
+**NOTE:** AWS credentials are automatically passed from the terminal context that runs `make sam-run`; they do not need to be explicitly set as env vars.
 
-- Observe output:
+2- Build Docker image:
 
-  ```
-  "You have successfully called this lambda!"
-  ```
+```shell
+make sam-build
+```
+
+### Invoking Lambda via HTTP requests
+
+The following outlines how to run the Lambda SAM docker image as an HTTP endpoint, accepting requests and returning respnoses similar to a lambda behind an ALB, Function URL, or API Gateway.
+
+1- Ensure any required AWS credentials set in terminal, and any other env vars in `tests/sam/env.json` up-to-date.
 
-## Running a Specific Handler Locally with Docker
+2- Run HTTP server:
 
-If this repo contains multiple lambda functions, you can call any handler you copy into the container (see Dockerfile) by name as part of the `docker run` command:
+```shell
+make sam-http-run
+```
+
+This starts a server at `http://localhost:3000`.  Requests must include a path, e.g. `/myapp`, but are arbitrary insofar as the lambda does not utilize them in the request payload. 
 
-```bash
-docker run -p 9000:8080 my_function:latest lambdas.<a-different-module>.lambda_handler
+3- In another terminal, perform an HTTP request via another `Makefile` command:
+
+```shell
+make sam-http-ping
 ```
 
+Response should have an HTTP status of `200` and respond with:
+
+```json
+You have successfully called this lambda!
+```
+
+### Invoking Lambda directly
+
+While Lambdas can be invoked via HTTP methods (ALB, Function URL, etc.), they are also often invoked directly with an `event` payload.  To do so with SAM, you do **not** need to first start an HTTP server with `make sam-run`, you can invoke the function image directly:
+
+```shell
+echo '{"action": "ping"}' | sam local invoke -e -
+```
+
+Response:
+
+```text
+You have successfully called this lambda!
+```
+
+As you can see from this response, the returning the same content even though it was invoked directly.
+
+### Troubleshoot
+
+#### Encounter error `botocore.exceptions.TokenRetrievalError`
+
+When running a Lambda via SAM, it attempts to parse and setup AWS credentials just like a real Lambda would establish them.  Depending on how you setup AWS credentials on your host machine, if they are stale or invalid, you may encounter this error when making your first requests of the Lambda.
+
+**Solution:** Stop the SAM container, refresh AWS credentials, and restart it.
+
+## Running locally without SAM
+
+### Build the container
+
+`docker build -t my_function:latest .`
+
+### Run the container
+
+`docker run -e WORKSPACE=dev -p 9000:8080 my_function:latest`
+
+### Call the container via HTTP from another terminal window
+
+`curl -XPOST "http://localhost:9000/2015-03-31/functions/function/invocations" -d '{ "query": "hello world"}'`
+
+If you have `jq` installed, you can pipe the output to get better formatted output.
+
+`curl -XPOST "http://localhost:9000/2015-03-31/functions/function/invocations" -d '{ "query": "hello world"}' | jq`
+
 ## Environment Variables
 
 ### Required
@@ -79,8 +134,6 @@ WORKSPACE=### Set to `dev` for local development, this will be set to `stage` an
 
 ### Optional
 
-_Delete this section if it isn't applicable to the PR._
-
 ```shell
 <OPTIONAL_ENV>=### Description for optional environment variable
-```
\ No newline at end of file
+```
diff --git a/lambdas/config.py b/lambdas/config.py
new file mode 100644
index 0000000..67e310d
--- /dev/null
+++ b/lambdas/config.py
@@ -0,0 +1,106 @@
+import logging
+import os
+
+import sentry_sdk
+from sentry_sdk.integrations.aws_lambda import AwsLambdaIntegration
+
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.DEBUG)
+
+
+class Config:
+    REQUIRED_ENV_VARS = (
+        "WORKSPACE",
+        "SENTRY_DSN",
+    )
+    OPTIONAL_ENV_VARS = ("WARNING_ONLY_LOGGERS",)
+
+    def check_required_env_vars(self) -> None:
+        """Method to raise exception if required env vars not set."""
+        missing_vars = [var for var in self.REQUIRED_ENV_VARS if not os.getenv(var)]
+        if missing_vars:
+            message = f"Missing required environment variables: {', '.join(missing_vars)}"
+            raise OSError(message)
+
+    @property
+    def workspace(self) -> str | None:
+        return os.getenv("WORKSPACE")
+
+    @property
+    def sentry_dsn(self) -> str | None:
+        dsn = os.getenv("SENTRY_DSN")
+        if dsn and dsn.strip().lower() != "none":
+            return dsn
+        return None
+
+
+def configure_logger(
+    root_logger: logging.Logger,
+    *,
+    verbose: bool = False,
+    warning_only_loggers: str | None = None,
+) -> str:
+    """Configure application via passed application root logger.
+
+    If verbose=True, 3rd party libraries can be quite chatty.  For convenience, they can
+    be set to WARNING level by either passing a comma seperated list of logger names to
+    'warning_only_loggers' or by setting the env var WARNING_ONLY_LOGGERS.
+    """
+    if verbose:
+        root_logger.setLevel(logging.DEBUG)
+        logging_format = (
+            "%(asctime)s %(levelname)s %(name)s.%(funcName)s() "
+            "line %(lineno)d: %(message)s"
+        )
+    else:
+        root_logger.setLevel(logging.INFO)
+        logging_format = "%(asctime)s %(levelname)s %(name)s.%(funcName)s(): %(message)s"
+
+    warning_only_loggers = os.getenv("WARNING_ONLY_LOGGERS", warning_only_loggers)
+    if warning_only_loggers:
+        for name in warning_only_loggers.split(","):
+            logging.getLogger(name).setLevel(logging.WARNING)
+
+    # Clear any existing handlers to prevent duplication in AWS Lambda environment
+    # where container may be reused between invocations
+    for handler in root_logger.handlers[:]:
+        root_logger.removeHandler(handler)
+
+    handler = logging.StreamHandler()
+    handler.setFormatter(logging.Formatter(logging_format))
+    root_logger.addHandler(handler)
+
+    return (
+        f"Logger '{root_logger.name}' configured with level="
+        f"{logging.getLevelName(root_logger.getEffectiveLevel())}"
+    )
+
+
+def configure_dev_logger(
+    warning_only_loggers: str = ",".join(  # noqa: FLY002
+        ["asyncio", "botocore", "urllib3", "boto3", "smart_open"]
+    ),
+) -> None:
+    """Invoke to setup DEBUG level console logging for development work."""
+    os.environ["WARNING_ONLY_LOGGERS"] = warning_only_loggers
+    root_logger = logging.getLogger()
+    configure_logger(root_logger, verbose=True)
+
+
+def configure_sentry() -> None:
+    CONFIG = Config()  # noqa: N806
+    env = CONFIG.workspace
+    if CONFIG.sentry_dsn:
+        sentry_sdk.init(
+            dsn=CONFIG.sentry_dsn,
+            environment=env,
+            integrations=[
+                AwsLambdaIntegration(),
+            ],
+            traces_sample_rate=1.0,
+        )
+        logger.info(
+            "Sentry DSN found, exceptions will be sent to Sentry with env=%s", env
+        )
+    else:
+        logger.info("No Sentry DSN found, exceptions will not be sent to Sentry")
diff --git a/lambdas/my_function.py b/lambdas/my_function.py
index 0b7677f..09b0ba8 100644
--- a/lambdas/my_function.py
+++ b/lambdas/my_function.py
@@ -1,33 +1,25 @@
 import json
 import logging
-import os
 
-import sentry_sdk
-from sentry_sdk.integrations.aws_lambda import AwsLambdaIntegration
+from lambdas.config import Config, configure_logger, configure_sentry
 
-logger = logging.getLogger(__name__)
-logger.setLevel(logging.DEBUG)
+# ---------------------------------------
+# One-time, Lambda cold start setup
+# ---------------------------------------
+CONFIG = Config()
 
-env = os.getenv("WORKSPACE")
-if sentry_dsn := os.getenv("SENTRY_DSN"):
-    sentry = sentry_sdk.init(
-        dsn=sentry_dsn,
-        environment=env,
-        integrations=[
-            AwsLambdaIntegration(),
-        ],
-        traces_sample_rate=1.0,
-    )
-    logger.info("Sentry DSN found, exceptions will be sent to Sentry with env=%s", env)
-else:
-    logger.info("No Sentry DSN found, exceptions will not be sent to Sentry")
+root_logger = logging.getLogger()
+log_config_message = configure_logger(root_logger)
+logger = logging.getLogger(__name__)
+logger.info(log_config_message)
 
+configure_sentry()
 
-def lambda_handler(event: dict) -> str:
-    if not os.getenv("WORKSPACE"):
-        unset_workspace_error_message = "Required env variable WORKSPACE is not set"
-        raise RuntimeError(unset_workspace_error_message)
 
+# ---------------------------------------
+# Lambda handler entrypoint
+# ---------------------------------------
+def lambda_handler(event: dict, lambda_context: dict) -> str:
     logger.debug(json.dumps(event))
-
+    logger.info("LaLambda context: %s", lambda_context)
     return "You have successfully called this lambda!"
diff --git a/pyproject.toml b/pyproject.toml
index d646080..8890af5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,23 @@
-# We do our best to sync this template with the latest version in our internal documentation.
-# For MIT developers, we strongly recommend copying the pyproject.toml template from:
-# https://mitlibraries.atlassian.net/wiki/spaces/IN/pages/3432415247/Python+Project+Linters#Template-for-pyproject.toml
+[project]
+name = "python-lambda-template"
+version = "2.0.0"
+requires-python = ">=3.14"
+
+dependencies = [
+    "sentry-sdk>=2.29.1",
+]
+
+[dependency-groups]
+dev = [
+    "black>=26.1.0",
+    "coveralls>=4.0.1",
+    "ipython>=9.2.0",
+    "mypy>=1.15.0",
+    "pip-audit>=2.9.0",
+    "pre-commit>=4.2.0",
+    "pytest>=8.3.5",
+    "ruff>=0.11.11",
+]
 
 [tool.black]
 line-length = 90
@@ -14,7 +31,7 @@ exclude = ["tests/"]
 log_level = "INFO"
 
 [tool.ruff]
-target-version = "py312"
+target-version = "py314"
 
 # set max line length
 line-length = 90
@@ -25,15 +42,10 @@ show-fixes = true
 [tool.ruff.lint]
 select = ["ALL", "PT"]
 ignore = [
-    # default
-    "ANN101",
-    "ANN102",
     "COM812",
     "D107",
     "N812",
     "PTH",
-
-    # project-specific
     "C90",
     "D100",
     "D101",
@@ -43,7 +55,6 @@ ignore = [
     "PLR0912",
     "PLR0913",
     "PLR0915",
-    "S320",
     "S321",
 ]
 
@@ -67,4 +78,4 @@ fixture-parentheses = false
 max-doc-length = 90
 
 [tool.ruff.lint.pydocstyle]
-convention = "google"
\ No newline at end of file
+convention = "google"
diff --git a/tests/sam/env.json.template b/tests/sam/env.json.template
new file mode 100644
index 0000000..b740b91
--- /dev/null
+++ b/tests/sam/env.json.template
@@ -0,0 +1,3 @@
+{
+  "MyApp": {}
+}
diff --git a/tests/sam/template.yaml b/tests/sam/template.yaml
new file mode 100644
index 0000000..94d2a1e
--- /dev/null
+++ b/tests/sam/template.yaml
@@ -0,0 +1,28 @@
+AWSTemplateFormatVersion: "2010-09-09"
+Transform: AWS::Serverless-2016-10-31
+Resources:
+  MyApp:
+    Type: AWS::Serverless::Function
+    Properties:
+      PackageType: Image
+      Timeout: 900
+      MemorySize: 1024
+      Events:
+        BagitApi:
+          Type: HttpApi
+          Properties:
+            Path: /{proxy+}
+            Method: ANY
+      ImageUri: myapp:latest
+      Environment:
+        # While tests/sam/env.json is required for sensitive env vars, ALL env vars
+        # used in the lambda must exist here as well, even just as "..." placeholders.
+        Variables:
+          WORKSPACE: "dev"
+          WARNING_ONLY_LOGGERS: "asyncio,botocore,urllib3,s3transfer,boto3"
+          #SENTRY_DSN: "None"
+    Metadata:
+      DockerContext: ../../. # Build Lambda Dockerfile
+      DockerTag: latest
+      Dockerfile: Dockerfile
+      SamResourceId: MyApp
diff --git a/tests/test_config.py b/tests/test_config.py
new file mode 100644
index 0000000..046b667
--- /dev/null
+++ b/tests/test_config.py
@@ -0,0 +1,36 @@
+# ruff: noqa: N806
+from unittest.mock import patch
+
+import pytest
+
+from lambdas.config import Config, configure_sentry
+
+
+def test_config_configures_sentry_if_dsn_present(caplog, monkeypatch):
+    monkeypatch.setenv("SENTRY_DSN", "https://1234567890@00000.ingest.sentry.io/123456")
+    with patch("sentry_sdk.init") as mock_init:
+        configure_sentry()
+        mock_init.assert_called_once()
+        assert (
+            "Sentry DSN found, exceptions will be sent to Sentry with env=test"
+            in caplog.text
+        )
+
+
+def test_config_doesnt_configure_sentry_if_dsn_not_present(caplog, monkeypatch):
+    monkeypatch.delenv("SENTRY_DSN", raising=False)
+    configure_sentry()
+    assert "No Sentry DSN found, exceptions will not be sent to Sentry" in caplog.text
+
+
+def test_config_missing_required_env_vars(monkeypatch):
+    monkeypatch.delenv("WORKSPACE")
+    with pytest.raises(
+        OSError, match="Missing required environment variables: WORKSPACE"
+    ):
+        Config().check_required_env_vars()
+
+
+def test_config_env_var_dot_notation(monkeypatch):
+    CONFIG = Config()
+    assert CONFIG.workspace == "test"
diff --git a/tests/test_my_function.py b/tests/test_my_function.py
index c6a7b8a..d8b187a 100644
--- a/tests/test_my_function.py
+++ b/tests/test_my_function.py
@@ -1,30 +1,7 @@
-from importlib import reload
-
-import pytest
-
 from lambdas import my_function
 
 
-def test_my_function_configures_sentry_if_dsn_present(caplog, monkeypatch):
-    monkeypatch.setenv("SENTRY_DSN", "https://1234567890@00000.ingest.sentry.io/123456")
-    reload(my_function)
+def test_my_function():
     assert (
-        "Sentry DSN found, exceptions will be sent to Sentry with env=test" in caplog.text
+        my_function.lambda_handler({}, {}) == "You have successfully called this lambda!"
     )
-
-
-def test_my_function_doesnt_configure_sentry_if_dsn_not_present(caplog, monkeypatch):
-    monkeypatch.delenv("SENTRY_DSN", raising=False)
-    reload(my_function)
-    assert "No Sentry DSN found, exceptions will not be sent to Sentry" in caplog.text
-
-
-def test_lambda_handler_missing_workspace_env_raises_error(monkeypatch):
-    monkeypatch.delenv("WORKSPACE", raising=False)
-    with pytest.raises(RuntimeError) as error:
-        my_function.lambda_handler({})
-    assert "Required env variable WORKSPACE is not set" in str(error)
-
-
-def test_my_function():
-    assert my_function.lambda_handler({}) == "You have successfully called this lambda!"
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