diff --git a/.binny.yaml b/.binny.yaml
new file mode 100644
index 00000000..528992aa
--- /dev/null
+++ b/.binny.yaml
@@ -0,0 +1,40 @@
+tools:
+  # we want to use a pinned version of binny to manage the toolchain (so binny manages itself!)
+  - name: binny
+    version:
+      want: v0.9.0
+    method: github-release
+    with:
+      repo: anchore/binny
+
+  # used for running all local and CI tasks
+  - name: task
+    version:
+      want: v3.41.0
+    method: github-release
+    with:
+      repo: go-task/task
+
+  # used for showing the changelog at release
+  - name: glow
+    version:
+      want: v2.0.0
+    method: github-release
+    with:
+      repo: charmbracelet/glow
+
+  # used at release to generate the changelog
+  - name: chronicle
+    version:
+      want: v0.8.0
+    method: github-release
+    with:
+      repo: anchore/chronicle
+
+  # used at release to generate the changelog
+  - name: crane
+    version:
+      want: v0.20.3
+    method: github-release
+    with:
+      repo: google/go-containerregistry
diff --git a/.github/actions/bootstrap/action.yaml b/.github/actions/bootstrap/action.yaml
index cdfbc888..c573d0ec 100644
--- a/.github/actions/bootstrap/action.yaml
+++ b/.github/actions/bootstrap/action.yaml
@@ -11,14 +11,10 @@ inputs:
     # note: the caller really drives this in a matrix strategy run for unit tests.
     # this default value is used for the rest of the workflow.
     default: "3.11"
-  poetry-version:
-    description: "Poetry version to install"
+  uv-version:
+    description: "UV version to install"
     required: true
-    default: "2.0.0"
-  use-poetry-cache:
-    description: "Restore poetry cache"
-    required: true
-    default: "true"
+    default: "0.5.16"
   go:
     description: "Install go"
     required: true
@@ -39,36 +35,17 @@ runs:
   using: "composite"
   steps:
 
-    # note: go mod and build is automatically cached on default with v4+
-    - uses: actions/setup-go@93397bea11091df50f3d7e59dc26a7711a8bcfbe #v4.1.0
+    - uses: actions/setup-go@f111f3307d8850f501ac008e886eec1fd1932a34 #v5.3.0
       with:
         go-version: ${{ inputs.go-version }}
 
-    - uses: actions/setup-python@v4
+    - uses: astral-sh/setup-uv@v5
       with:
-        python-version: ${{ inputs.python-version }}
-
-    - name: Install poetry
-      shell: bash
-      run: |
-        python -m pip install poetry==${{ inputs.poetry-version }}
-        poetry self add "poetry-dynamic-versioning[plugin]"
+        enable-cache: true
 
-    - name: Cache Poetry virtualenv
-      uses: actions/cache@v3
-      if: inputs.use-poetry-cache == 'true'
-      id: cache
+    - uses: actions/setup-python@v4
       with:
-        path: ~/.virtualenvs
-        key: ${{ inputs.cache-key-prefix }}-python-${{ inputs.python-version }}-poetry-${{ inputs.poetry-version }}-${{ hashFiles('poetry.lock') }}
-        restore-keys: |
-          ${{ inputs.cache-key-prefix }}-python-${{ inputs.python-version }}-poetry-${{ inputs.poetry-version }}
-
-    - name: Setup Poetry config
-      shell: bash
-      run: |
-        poetry config virtualenvs.in-project false
-        poetry config virtualenvs.path ~/.virtualenvs
+        python-version: ${{ inputs.python-version }}
 
     - name: Restore tool cache
       id: tool-cache
@@ -89,9 +66,9 @@ runs:
       run: |
         DEBIAN_FRONTEND=noninteractive sudo apt update && sudo -E apt install -y ${{ inputs.bootstrap-apt-packages }}
 
-    - name: Install dependencies and package
+    - name: Install project + dependencies
       shell: bash
-      run: poetry install
+      run: uv sync --all-extras --dev
 
     - name: Restore tox cache
       id: cache-tox
diff --git a/.github/actions/quality-gate/action.yaml b/.github/actions/quality-gate/action.yaml
index 6df90a57..ebdeb95e 100644
--- a/.github/actions/quality-gate/action.yaml
+++ b/.github/actions/quality-gate/action.yaml
@@ -8,18 +8,17 @@ inputs:
 runs:
   using: "composite"
   steps:
-    # assume we have python and poetry installed
+    # assume we have python and uv installed
 
     - name: Capture vulnerability results
       shell: bash
       working-directory: tests/quality
-      run: poetry run make capture provider=${{ inputs.provider }}
-
+      run: make capture provider=${{ inputs.provider }}
 
     - name: Validate provider results
       shell: bash
       working-directory: tests/quality
-      run: poetry run make validate provider=${{ inputs.provider }}
+      run: make validate provider=${{ inputs.provider }}
 
     - name: Archive the provider state (${{ inputs.provider }})
       if: ${{ failure() }}
@@ -54,8 +53,7 @@ runs:
 
         Now you can debug the provider with yardstick:
         \`\`\`bash
-        poetry shell
-        yardstick result list
-        yardstick label explore
+        uv run yardstick result list
+        uv run yardstick label explore
         \`\`\`
         EOF
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index c221d83c..68f66ff9 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -1,9 +1,18 @@
 version: 2
 updates:
+
   - package-ecosystem: "github-actions"
-    directory: "/"
+    open-pull-requests-limit: 10
+    directory: "/.github/actions/bootstrap"
     schedule:
-      interval: daily
+      interval: "daily"
+
+  - package-ecosystem: "github-actions"
+    open-pull-requests-limit: 10
+    directory: "/.github/workflows"
+    schedule:
+      interval: "daily"
+
   - package-ecosystem: "pip"
     directory: "/"
     schedule:
diff --git a/.github/scripts/dev-shell.sh b/.github/scripts/dev-shell.sh
index 7b2212b3..ddf68c5e 100755
--- a/.github/scripts/dev-shell.sh
+++ b/.github/scripts/dev-shell.sh
@@ -3,7 +3,7 @@ set -euo pipefail
 DEV_VUNNEL_PROVIDERS=$@
 GRYPE_CONFIG=$(pwd)/.grype.yaml
 GRYPE_DB_CONFIG=$(pwd)/.grype-db.yaml
-DEV_POETRY_ENV_PATH=$(poetry env info --path)
+DEV_PYTHON_ENV_PATH=$(pwd)/.venv
 
 BOLD="\033[1m"
 UNDERLINE="\033[4m"
@@ -85,8 +85,8 @@ for provider in $DEV_VUNNEL_PROVIDERS; do
 done
 export GRYPE_DB_CONFIG
 
-step "Activating poetry virtual env: $DEV_POETRY_ENV_PATH"
-source "$DEV_POETRY_ENV_PATH/bin/activate"
+step "Activating virtual env: $DEV_PYTHON_ENV_PATH"
+source "$DEV_PYTHON_ENV_PATH/bin/activate"
 
 pids=""
 
diff --git a/.github/workflows/nightly-quality-gate.yaml b/.github/workflows/nightly-quality-gate.yaml
index 80605a48..c1aab381 100644
--- a/.github/workflows/nightly-quality-gate.yaml
+++ b/.github/workflows/nightly-quality-gate.yaml
@@ -28,7 +28,7 @@ jobs:
         id: determine-providers
         run: |
           # select all providers as test subjects (this populates the matrix downstream)
-          content=`cd tests/quality && poetry run make all-providers`
+          content=`cd tests/quality && make all-providers`
           echo $content
           echo "providers=$content" >> $GITHUB_OUTPUT
 
diff --git a/.github/workflows/pr-quality-gate.yaml b/.github/workflows/pr-quality-gate.yaml
index d7e364ec..43b729af 100644
--- a/.github/workflows/pr-quality-gate.yaml
+++ b/.github/workflows/pr-quality-gate.yaml
@@ -31,10 +31,10 @@ jobs:
         run: |
           # be nice to folks troubleshooting in CI...
           cd tests/quality
-          poetry run make show-changes
+          make show-changes
 
           # determine which providers to run (to later populate the matrix)
-          content=`poetry run make select-providers`
+          content=`make select-providers`
           echo $content
           echo "providers=$content" >> $GITHUB_OUTPUT
 
diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml
index 96f53da9..584a5671 100644
--- a/.github/workflows/release.yaml
+++ b/.github/workflows/release.yaml
@@ -99,8 +99,11 @@ jobs:
     needs:
       - tag
     runs-on: ubuntu-22.04
+    environment: release
     permissions:
       contents: read
+      # required to authenticate with PyPI via OIDC token
+      id-token: write
     steps:
       - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 #v4.2.2
         with:
@@ -110,10 +113,9 @@ jobs:
       - name: Bootstrap environment
         uses: ./.github/actions/bootstrap
 
+      # note: authentication is via the OIDC token
       - name: Publish to PyPI
         run: make ci-publish-pypi
-        env:
-          POETRY_PYPI_TOKEN_PYPI: ${{ secrets.VUNNEL_PYPI_TOKEN }}
 
   release-docker:
     needs:
diff --git a/.github/workflows/validations.yaml b/.github/workflows/validations.yaml
index 3fc1b8d0..5e384eec 100644
--- a/.github/workflows/validations.yaml
+++ b/.github/workflows/validations.yaml
@@ -26,11 +26,11 @@ jobs:
         uses: ./.github/actions/bootstrap
 
       - name: Run static analysis
-        run: poetry run make static-analysis
+        run: make static-analysis
 
-      # - name: Ensure quality gate tools are properly configured
-      #   run: |
-      #     cd tests/quality && make validate-test-tool-versions
+      - name: Ensure quality gate tools are properly configured
+        run: |
+          cd tests/quality && make validate-test-tool-versions
 
   Test:
     runs-on: ubuntu-22.04
@@ -57,10 +57,10 @@ jobs:
           python-version: ${{ matrix.python.version }}
 
       - name: Run unit tests
-        run: poetry run tox -e ${{ matrix.python.toxEnv }}
+        run: uv run tox -e ${{ matrix.python.toxEnv }}
 
       - name: Build assets
-        run: poetry run make build
+        run: make build
 
   # this is to help facilitate ensuring all checks have run with the checks API for release
   # see https://github.com/orgs/community/discussions/26822#discussioncomment-3305794
@@ -69,7 +69,7 @@ jobs:
     if: ${{ always() }}
     runs-on: ubuntu-22.04
     name: Test Gate
-    needs: [test]
+    needs: [Test]
     steps:
       - run: |
           result="${{ needs.Test.result }}"
@@ -101,13 +101,7 @@ jobs:
           echo ${{ secrets.GITHUB_TOKEN }} | docker login ghcr.io --username ${{ github.actor }} --password-stdin
 
       - name: Build assets
-        run: poetry run make build
+        run: make build
 
       - name: Publish commit image
         run: make ci-publish-commit
-
-      - name: Publish to test PyPI
-        run: make ci-publish-testpypi
-        env:
-          # note: "..._TESTPYPI" suffix should match the name of the testpypi repository (see the Makefile target)
-          POETRY_PYPI_TOKEN_TESTPYPI: ${{ secrets.TEST_PYPI_TOKEN }}
diff --git a/.gitignore b/.gitignore
index ded22649..f11dfc02 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,8 @@
+# tools
 .mise.toml
+.tool/
 
+# development config and assets
 .vunnel.yaml
 .grype-db.yaml
 .grype.yaml
@@ -8,14 +11,17 @@
 *.tar.gz
 *.zip
 
+# common data directories
 /bin
 /data/
 /backup/
 .pytype/
 .wily/
 .cache/
-
 /.tmp/
+data/
+
+# release related
 CHANGELOG.md
 VERSION
 
@@ -24,8 +30,6 @@ __pycache__/
 *.py[cod]
 *$py.class
 
-data/
-
 # C extensions
 *.so
 
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4089ce82..5573663e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -56,14 +56,13 @@ repos:
       stages:
         - pre-push
 
-  # why use the local repo instead of hosted hooks? so that dependencies are centrally managed through poetry
+  # why use the local repo instead of hosted hooks? so that dependencies are centrally managed through uv
   - repo: local
     hooks:
 
       # note: this is used in lieu of autopep8 and yapf
       - id: format
         name: format
-        # note: why not use the official black pre-commit hook? so we can use poetry to control which version of black is used.
         entry: make format
         pass_filenames: false
         language: system
diff --git a/DEVELOPING.md b/DEVELOPING.md
index 3cbcfc39..09209943 100644
--- a/DEVELOPING.md
+++ b/DEVELOPING.md
@@ -5,12 +5,12 @@
 This project requires:
 - python (>= 3.7)
 - pip (>= 22.2)
-- poetry (>= 1.2): see [installation instructions](https://python-poetry.org/docs/#installation)
+- uv
 - docker
 - go (>= 1.20)
 - posix shell (bash, zsh, etc... needed for the `make dev` "development shell")
 
-Once you have python and poetry installed, get the project bootstrapped:
+Once you have python and uv installed, get the project bootstrapped:
 
 ```bash
 # clone grype and grype-db, which is needed for provider development
@@ -29,17 +29,15 @@ cd vunnel
 make bootstrap
 
 # install project dependencies
-poetry install
+uv sync --all-extras --dev
 ```
 
 [Pre-commit](https://pre-commit.com/) is used to help enforce static analysis checks with git hooks:
 
 ```bash
-poetry run pre-commit install --hook-type pre-push
+uv run pre-commit install --hook-type pre-push
 ```
 
-To jump into a poetry-managed virtualenv run `poetry shell`, this will prevent the need for `poetry run...` prefix for each command.
-
 ## Developing
 
 The easiest way to develop on a providers is to use the development shell, selecting the specific provider(s) you'd like to focus your development workflow on:
@@ -55,7 +53,7 @@ Entering vunnel development shell...
 • Configuring with providers: oracle ...
 • Writing grype config: /Users/wagoodman/code/vunnel/.grype.yaml ...
 • Writing grype-db config: /Users/wagoodman/code/vunnel/.grype-db.yaml ...
-• Activating poetry virtual env: /Users/wagoodman/Library/Caches/pypoetry/virtualenvs/vunnel-slR_vCr2-py3.9 ...
+• Activating virtual env: /Users/wagoodman/code/vunnel/.venv ...
 • Installing editable version of vunnel ...
 • Building grype ...
 • Building grype-db ...
@@ -159,9 +157,8 @@ make help
 If you want to use a locally-editable copy of vunnel while you develop without the custom development shell:
 
 ```bash
-poetry shell
-pip uninstall vunnel  #... if you already have vunnel installed in this virtual env
-pip install -e .
+uv pip uninstall vunnel  #... if you already have vunnel installed in this virtual env
+uv pip install -e .
 ```
 
 ### Snapshot Tests
@@ -454,20 +451,19 @@ annotating Grype results with "True Positive" labels (good results) and "False P
 [Yardstick](github.com/anchore/yardstick) to do this:
 
 ```bash
-# note: be certain you are in a "poetry shell" session
 $ cd tests/quality
 
 # capture results with the development version of grype (from your fork)
 $ make capture provider=<your-provider-name>
 
 # list your results
-$ yardstick result list | grep grype
+$ uv run yardstick result list | grep grype
 
 d415064e-2bf3-4a1d-bda6-9c3957f2f71a  docker.io/anc...  grype@v0.58.0             2023-03...
 75d1fe75-0890-4d89-a497-b1050826d9f6  docker.io/anc...  grype[custom-db]@bdcefd2  2023-03...
 
 # use the "grype[custom-db]" result UUID and explore the results and add labels to each entry
-$ yardstick label explore 75d1fe75-0890-4d89-a497-b1050826d9f6
+$ uv run yardstick label explore 75d1fe75-0890-4d89-a497-b1050826d9f6
 
 # You can use the yardstick TUI to label results:
 # - use "T" to label a row as a True Positive
@@ -485,7 +481,6 @@ For the meantime we can iterate locally with the labels we've added.
 #### **6. In Vunnel: run the quality gate.**
 
 ```bash
-# note: be certain you are in a "poetry shell" session
 cd tests/quality
 
 # runs your specific provider to gather vulnerability data, builds a DB, and runs grype with the new DB
diff --git a/Makefile b/Makefile
index 69a5de81..9574e78d 100644
--- a/Makefile
+++ b/Makefile
@@ -1,193 +1,43 @@
-TEMP_DIR = ./.tmp
-IMAGE_NAME = ghcr.io/anchore/vunnel
-BIN_DIR = ./bin
-ABS_BIN_DIR = $(shell realpath $(BIN_DIR))
-
-# path to the grype repo, defaults to ../grype if not set in the GRYPE_PATH environment variable (same for the grype-db repo)
-GRYPE_PATH ?= ../grype
-GRYPE_DB_PATH ?= ../grype-db
-
-# Command templates #################################
-
-CRANE = $(TEMP_DIR)/crane
-CHRONICLE = $(TEMP_DIR)/chronicle
-GLOW = $(TEMP_DIR)/glow
-PUBLISH_CMD = poetry publish --build -n
-
-# Tool versions #################################
-CHRONICLE_VERSION = v0.8.0
-GLOW_VERSION = v1.4.1
-CRANE_VERSION = v0.16.1
-
-# Formatting variables #################################
-BOLD := $(shell tput -T linux bold)
-PURPLE := $(shell tput -T linux setaf 5)
-GREEN := $(shell tput -T linux setaf 2)
-CYAN := $(shell tput -T linux setaf 6)
-RED := $(shell tput -T linux setaf 1)
-RESET := $(shell tput -T linux sgr0)
-TITLE := $(BOLD)$(PURPLE)
-SUCCESS := $(BOLD)$(GREEN)
-ERROR := $(BOLD)$(RED)
-
-# this is the python package version for vunnel, based off of the git state
-# note: this should always have a prefixed "v"
-PACKAGE_VERSION = v$(shell poetry run dunamai from git --style semver --dirty --no-metadata)
-COMMIT = $(shell git rev-parse HEAD)
-COMMIT_TAG = git-$(COMMIT)
-
-
-ifndef PACKAGE_VERSION
-	$(error PACKAGE_VERSION is not set)
-endif
-
-.DEFAULT_GOAL := all
-
-.PHONY: all
-all: static-analysis test  ## Run all validations
-
-.PHONY: static-analysis
-static-analysis: virtual-env-check  ## Run all static analyses
-	pre-commit run -a --hook-stage push
-
-.PHONY: test
-test: unit  ## Run all tests
-
-virtual-env-check:
-	@ if [ "${VIRTUAL_ENV}" = "" ]; then \
-		echo "$(ERROR)Not in a virtual environment. Try running with 'poetry run' or enter a 'poetry shell' session.$(RESET)"; \
-		exit 1; \
-	fi
+TOOL_DIR = .tool
+BINNY = $(TOOL_DIR)/binny
+TASK = $(TOOL_DIR)/task
 
+.DEFAULT_GOAL := make-default
 
 ## Bootstrapping targets #################################
 
-.PHONY: bootstrap
-bootstrap: $(TEMP_DIR)  ## Download and install all tooling dependencies
-	curl -sSfL https://raw.githubusercontent.com/anchore/chronicle/main/install.sh | sh -s -- -b $(TEMP_DIR)/ $(CHRONICLE_VERSION)
-	GOBIN="$(abspath $(TEMP_DIR))" go install github.com/charmbracelet/glow@$(GLOW_VERSION)
-	GOBIN="$(abspath $(TEMP_DIR))" go install github.com/google/go-containerregistry/cmd/crane@$(CRANE_VERSION)
-
-$(TEMP_DIR):
-	mkdir -p $(TEMP_DIR)
-
-$(BIN_DIR):
-	mkdir -p $(BIN_DIR)
-
-## Development targets #################################
-
-.PHONY: dev
-dev:  ## Get a development shell with locally editable grype, grype-db, and vunnel repos
-	@DEV_VUNNEL_BIN_DIR=$(ABS_BIN_DIR) .github/scripts/dev-shell.sh $(provider) $(providers)
-
-.PHONY: build-grype
-build-grype: $(BIN_DIR) ## Build grype for local development
-	@cd $(GRYPE_PATH) && go build -o $(ABS_BIN_DIR)/grype ./cmd/grype
-
-.PHONY: build-grype-db
-build-grype-db: $(BIN_DIR) ## Build grype-db for local development
-	@cd $(GRYPE_DB_PATH) && go build -o $(ABS_BIN_DIR)/grype-db ./cmd/grype-db
-
-.PHONY: update-db
-update-db: check-dev-shell ## Build and import a grype database based off of the current configuration
-	@.github/scripts/update-dev-db.sh
-
-.PHONY: check-dev-shell
-check-dev-shell:
-	@test -n "$$DEV_VUNNEL_SHELL" || (echo "$(RED)DEV_VUNNEL_SHELL is not set. Run 'make dev provider=\"...\"' first$(RESET)" && exit 1)
-
-
-
-## Static analysis targets #################################
-
-.PHONY: lint
-lint: virtual-env-check  ## Show linting issues (ruff)
-	ruff check .
-
-.PHONY: lint-fix
-lint-fix: virtual-env-check  ## Fix linting issues (ruff)
-	ruff check . --fix
-
-.PHONY: format
-format: virtual-env-check  ## Format all code (ruff format)
-	ruff format src tests
-	poetry run python scripts/format-json-snapshots.py
-
-.PHONY: check-types
-check-types: virtual-env-check  ## Run type checks (mypy)
-	mypy --config-file ./pyproject.toml src/vunnel
-
-
-## Testing targets #################################
-
-.PHONY: unit
-unit: virtual-env-check  ## Run unit tests
-	pytest --cov-report html --cov vunnel -v tests/unit/
-
-.PHONY: unit-matrix
-unit-matrix: virtual-env-check  ## Run unit tests for all supported python versions
-	tox
-
-
-## Build-related targets #################################
-
-.PHONY: check-build-deps
-check-build-deps:
-	@poetry self show plugins | grep poetry-dynamic-versioning || echo "install poetry-dynamic-versioning plugin with 'poetry plugin add poetry-dynamic-versioning[plugin]'"
-
-.PHONY: build
-build: check-build-deps  ## Run build assets
-	git fetch --tags
-	rm -rf dist
-	poetry build
-	docker build \
-		-t $(IMAGE_NAME):$(COMMIT_TAG) \
-		.
-
-.PHONY: version
-version:
-	@echo $(PACKAGE_VERSION)
-
-.PHONY: ci-check
-ci-check:
-	@.github/scripts/ci-check.sh
-
-.PHONY: ci-publish-commit
-ci-publish-commit: ci-check
-	docker push $(IMAGE_NAME):$(COMMIT_TAG)
-
-.PHONY: ci-promote-release
-ci-promote-release: ci-check
-	$(CRANE) tag $(IMAGE_NAME):$(COMMIT_TAG) $(PACKAGE_VERSION)
-	$(CRANE) tag $(IMAGE_NAME):$(COMMIT_TAG) latest
-
-.PHONY: ci-publish-testpypi
-ci-publish-testpypi: clean-dist check-build-deps
-	poetry config repositories.testpypi https://test.pypi.org/legacy/
-	$(PUBLISH_CMD) -r testpypi
+# note: we need to assume that binny and task have not already been installed
+$(BINNY):
+	@mkdir -p $(TOOL_DIR)
+	@curl -sSfL https://raw.githubusercontent.com/anchore/binny/main/install.sh | sh -s -- -b $(TOOL_DIR)
 
-.PHONY: ci-publish-pypi
-ci-publish-pypi: ci-check clean-dist check-build-deps
-	$(PUBLISH_CMD)
+# note: we need to assume that binny and task have not already been installed
+.PHONY: task
+$(TASK) task: $(BINNY)
+	@$(BINNY) install task -q
 
-.PHONY: changelog
-changelog:
-	@$(CHRONICLE) -vvv -n . --version-file VERSION > CHANGELOG.md
-	@$(GLOW) CHANGELOG.md
+.PHONY: ci-bootstrap-go
+ci-bootstrap-go:
+	go mod download
 
-.PHONY: release
-release:
-	@.github/scripts/trigger-release.sh
+# this is a bootstrapping catch-all, where if the target doesn't exist, we'll ensure the tools are installed and then try again
+%:
+	@make --silent $(TASK)
+	@$(TASK) $@
 
+## Shim targets #################################
 
-## Cleanup #################################
+.PHONY: make-default
+make-default: $(TASK)
+	@# run the default task in the taskfile
+	@$(TASK)
 
-.PHONY: clean-dist
-clean-dist:
-	rm -rf dist
+# for those of us that can't seem to kick the habit of typing `make ...` lets wrap the superior `task` tool
+TASKS := $(shell bash -c "test -f $(TASK) && $(TASK) -l | grep '^\* ' | cut -d' ' -f2 | tr -d ':' | tr '\n' ' '" ) $(shell bash -c "test -f $(TASK) && $(TASK) -l | grep 'aliases:' | cut -d ':' -f 3 | tr '\n' ' ' | tr -d ','")
 
-## Halp! #################################
+.PHONY: $(TASKS)
+$(TASKS): $(TASK)
+	@$(TASK) $@
 
-.PHONY: help
-help:
-	@grep -E '^[a-zA-Z_-]+:.*?## .*$$' $(MAKEFILE_LIST) | sort | awk 'BEGIN {FS = ":.*?## "}; {printf "$(BOLD)$(CYAN)%-25s$(RESET)%s\n", $$1, $$2}'
+help: $(TASK)
+	@$(TASK) -l
diff --git a/Taskfile.yaml b/Taskfile.yaml
new file mode 100644
index 00000000..2347995b
--- /dev/null
+++ b/Taskfile.yaml
@@ -0,0 +1,189 @@
+version: "3"
+
+vars:
+  OWNER: anchore
+  PROJECT: vunnel
+
+  TEMP_DIR: .tmp
+  TOOL_DIR: .tool
+  IMAGE_NAME: ghcr.io/{{ .OWNER }}/{{ .PROJECT }}
+
+  COMMIT:
+    sh: git rev-parse HEAD
+  COMMIT_TAG: git-{{ .COMMIT }}
+
+  PROJECT_ROOT:
+    sh: echo $PWD
+
+  CHANGELOG: CHANGELOG.md
+  NEXT_VERSION: VERSION
+
+  # tools
+  CHRONICLE: "{{ .TOOL_DIR }}/chronicle"
+  CRANE: "{{ .TOOL_DIR }}/crane"
+  GLOW: "{{ .TOOL_DIR }}/glow"
+  BINNY: "{{ .TOOL_DIR }}/binny"
+
+env:
+  GNUMAKEFLAGS: '--no-print-directory'
+
+tasks:
+
+  ## High-level tasks #################################
+
+  default:
+    desc: Run all validation tasks
+    aliases:
+      - pr-validations
+      - validations
+    cmds:
+      - task: static-analysis
+      - task: test
+
+  static-analysis:
+    desc: Run all static analysis tasks
+    cmds:
+      - task: lint
+      - task: check-types
+
+  test:
+    desc: Run all levels of tests
+    cmds:
+      - task: unit
+      - task: unit-matrix
+
+  ## Bootstrap tasks #################################
+
+  tools:
+    desc: Install all tools needed for CI and local development
+    aliases:
+      - bootstrap
+    generates:
+      - ".binny.yaml"
+      - "{{ .TOOL_DIR }}/*"
+    status:
+      - "{{ .BINNY }} check -v"
+    cmd: "{{ .BINNY }} install -v"
+    silent: true
+
+  update-tools:
+    desc: Update pinned versions of all tools to their latest available versions
+    deps: [tools]
+    generates:
+      - ".binny.yaml"
+      - "{{ .TOOL_DIR }}/*"
+    cmd: "{{ .BINNY }} update -v"
+    silent: true
+
+  list-tools:
+    desc: List all tools needed for CI and local development
+    deps: [tools]
+    cmd: "{{ .BINNY }} list"
+    silent: true
+
+  tmpdir:
+    silent: true
+    generates:
+      - "{{ .TEMP_DIR }}"
+    cmd: "mkdir -p {{ .TEMP_DIR }}"
+
+  ## Static analysis tasks #################################
+
+  lint:
+    desc: Run ruff for linting
+    deps: [tools]
+    cmds:
+      - "uv run ruff check ."
+
+  lint-fix:
+    desc: Fix linting issues
+    deps: [tools]
+    cmds:
+      - "uv run ruff check . --fix"
+
+  format:
+    desc: Format all code
+    deps: [tools]
+    cmds:
+      - "uv run ruff format src tests"
+      - "uv run python scripts/format-json-snapshots.py"
+
+  check-types:
+    desc: Run mypy for type checks
+    deps: [tools]
+    cmds:
+      - "uv run mypy --config-file ./pyproject.toml src/vunnel"
+
+  ## Testing tasks #################################
+
+  unit:
+    desc: Run unit tests
+    deps: [tools, tmpdir]
+    cmds:
+      - "uv run pytest --cov-report html --cov vunnel -v tests/unit/"
+
+  unit-matrix:
+    desc: Run unit tests across multiple Python versions
+    deps: [tools, tmpdir]
+    cmds:
+      - "uv run tox"
+
+  ## Build-related targets #################################
+
+  build:
+    desc: Build Vunnel package and container
+    deps: [tools, clean-dist]
+    cmds:
+      - "git fetch --tags"
+      - "uv build"
+      - "docker build -t {{ .IMAGE_NAME }}:{{ .COMMIT_TAG }} ."
+
+  ## CI Tasks #################################
+
+  ci-check:
+    desc: "[CI only] Check if running in CI"
+    cmds:
+      - cmd: ".github/scripts/ci-check.sh"
+        silent: true
+
+  ci-publish-commit:
+    desc: "[CI only] Publish Docker image"
+    deps: [ci-check]
+    cmds:
+      - "docker push {{ .IMAGE_NAME }}:{{ .COMMIT_TAG }}"
+
+  ci-promote-release:
+    desc: "[CI only] Promote release"
+    deps: [ci-check]
+    cmds:
+      - "{{ .CRANE }} tag {{ .IMAGE_NAME }}:{{ .COMMIT_TAG }} {{ .PACKAGE_VERSION }}"
+      - "{{ .CRANE }} tag {{ .IMAGE_NAME }}:{{ .COMMIT_TAG }} latest"
+
+  ci-publish-pypi:
+    desc: "[CI only] Publish package to PyPI"
+    deps: [ci-check, clean-dist, build]
+    cmds:
+      - "uv publish"
+
+  ## Changelog and Release #################################
+
+  changelog:
+    desc: Generate changelog
+    deps: [tools]
+    cmds:
+      - "{{ .CHRONICLE }} -vvv -n . --version-file {{ .NEXT_VERSION }} > {{ .CHANGELOG }}"
+      - "{{ .GLOW }} -w 0 {{ .CHANGELOG }}"
+
+  release:
+    desc: Create a release
+    deps: [tools]
+    cmds:
+      - cmd: ".github/scripts/trigger-release.sh"
+        silent: true
+
+  ## Cleanup #################################
+
+  clean-dist:
+    desc: Remove distribution artifacts
+    cmds:
+      - "rm -rf dist"
diff --git a/example/README.md b/example/README.md
index 0779734a..a7e0f85e 100644
--- a/example/README.md
+++ b/example/README.md
@@ -10,7 +10,7 @@ If you wanted to run the provider locally to try it out independent of the vunne
 ```bash
 # run from the example/ directory
 
-poetry run python run.py
+uv run python run.py
 ```
 
 Then checkout the `./data` directory to see what was created.
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 14301368..00000000
--- a/poetry.lock
+++ /dev/null
@@ -1,2602 +0,0 @@
-# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
-
-[[package]]
-name = "attrs"
-version = "24.3.0"
-description = "Classes Without Boilerplate"
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
-files = [
-    {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
-    {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
-]
-
-[package.extras]
-benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
-tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
-
-[[package]]
-name = "cachetools"
-version = "5.5.0"
-description = "Extensible memoizing collections and decorators"
-optional = false
-python-versions = ">=3.7"
-groups = ["dev"]
-files = [
-    {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"},
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-
-[[package]]
-name = "certifi"
-version = "2024.12.14"
-description = "Python package for providing Mozilla's CA Bundle."
-optional = false
-python-versions = ">=3.6"
-groups = ["main", "dev"]
-files = [
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-]
-
-[[package]]
-name = "cffi"
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-]
-
-[package.dependencies]
-cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""}
-
-[package.extras]
-cffi = ["cffi (>=1.11)"]
-
-[metadata]
-lock-version = "2.1"
-python-versions = ">=3.11,<=3.13"
-content-hash = "21e3fc53132a0c370b974b7c93c79daead20b54a1bc01c9618efafc38305b315"
diff --git a/pyproject.toml b/pyproject.toml
index fc52be84..86ed8356 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,92 +1,62 @@
 [project]
 name = "vunnel"
-requires-python = ">=3.11,<3.14"
-
-[tool.poetry.scripts]
-vunnel = "vunnel.cli:run"
-
-[tool.poetry]
-name = "vunnel"
-version = "0.0.0" # note: this is automagically managed -- no need to manually change this
+dynamic = ["version"]
+requires-python = "<=3.13,>=3.11"
+authors = [
+    {name = "Alex Goodman", email = "alex.goodman@anchore.com"},
+]
+license = {text = "Apache-2.0"}
 description = "vunnel ~= 'vulnerability data funnel'"
-authors = ["Alex Goodman <alex.goodman@anchore.com>"]
-license = "Apache-2.0"
 readme = "README.md"
-repository = "https://github.com/anchore/vunnel"
-exclude = [
-  "tests/**/*"
-]
-keywords = [
-  "vulnerability",
-  "data",
-  "aggregator",
-  "grype",
-  "vulnerability-data",
+keywords = ["vulnerability", "data", "aggregator", "grype", "vulnerability-data"]
+classifiers = ["Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "Intended Audience :: Information Technology", "Intended Audience :: System Administrators", "Natural Language :: English", "Operating System :: POSIX :: Linux", "Operating System :: MacOS", "Topic :: Security", "Topic :: Software Development :: Libraries :: Python Modules", "Topic :: Utilities"]
+dependencies = [
+    "click<9.0.0,>=8.1.3",
+    "requests<3.0.0,>=2.28.1",
+    "colorlog<7.0.0,>=6.7.0",
+    "PyYAML<7.0,>=6.0",
+    "ijson<3.0,>=2.5.1",
+    "xxhash<4.0.0,>=3.1.0",
+    "cvss<4.0,>=2.6",
+    "python-dateutil<3.0.0,>=2.8.2",
+    "defusedxml<1.0.0,>=0.7.1",
+    "orjson<4.0.0,>=3.8.6",
+    "SQLAlchemy<2.0,>=1.4.46",
+    "mergedeep<2.0.0,>=1.3.4",
+    "importlib-metadata<9.0.0,>=7.0.1",
+    "xsdata[cli,lxml,soap]<23.0,>=22.12",
+    "pytest-snapshot<1.0.0,>=0.9.0",
+    "mashumaro<4.0,>=3.10",
+    "iso8601<3.0.0,>=2.1.0",
+    "zstandard<0.24,>=0.22",
+    "packageurl-python<1.0.0,>=0.16.0",
 ]
 
-classifiers = [
-  # derived from https://pypi.org/classifiers/
-  "Development Status :: 5 - Production/Stable",
-  "Intended Audience :: Developers",
-  "Intended Audience :: Information Technology",
-  "Intended Audience :: System Administrators",
-  "Natural Language :: English",
-  "Operating System :: POSIX :: Linux",
-  "Operating System :: MacOS",
-  "Topic :: Security",
-  "Topic :: Software Development :: Libraries :: Python Modules",
-  "Topic :: Utilities",
-]
+[project.urls]
+repository = "https://github.com/anchore/vunnel"
 
-[tool.poetry.dependencies]
-python = ">=3.11,<=3.13"
-
-click = "^8.1.3"
-requests = "^2.28.1"
-colorlog = "^6.7.0"
-PyYAML = ">= 6.0, < 7.0"  # note: required for enterprise
-ijson = ">= 2.5.1, < 3.0"   # note: required for enterprise
-xxhash = "^3.1.0"
-cvss = ">=2.6,<4.0"
-python-dateutil = "^2.8.2"
-defusedxml = "^0.7.1"
-orjson = "^3.8.6"
-SQLAlchemy = ">= 1.4.46, < 2.0"  # note: 1.4.x currently required for enterprise
-mergedeep = "^1.3.4"
-importlib-metadata = ">=7.0.1,<9.0.0"
-xsdata = {extras = ["cli", "lxml", "soap"], version = "=22.12"}
-pytest-snapshot = "^0.9.0"
-mashumaro = "^3.10"
-iso8601 = "^2.1.0"
-zstandard = ">=0.22,<0.24"
-packageurl-python = "^0.16.0"
-
-[tool.poetry.group.dev.dependencies]
-pytest = ">=7.2.2,<9.0.0"
-pre-commit = ">=3.2,<5.0"
-jsonschema = "^4.17.3"
-pytest-unordered = ">=0.5.2,<0.7.0"
-pytest-sugar = ">=0.9.6,<1.1.0"
-pytest-clarity = "^1.0.1"
-pytest-cov = ">=4,<7"
-pytest-picked = ">=0.4.6,<0.6.0"
-pytest-mock = "^3.10.0"
-pytest-xdist = "^3.2.1"
-types-PyYAML = "^6.0.12.5"
-types-requests = "^2.28.11.7"
-mypy = "^1.1"
-radon = ">=5.1,<7.0"
-dunamai = "^1.15.0"
-ruff = "^0.9.2"
-yardstick = ">=0.12.1"
-# yardstick = {path = "../yardstick", develop=true }
-tabulate = "0.9.0"
-tox = "^4.11.3"
+[project.scripts]
+vunnel = "vunnel.cli:run"
 
 [build-system]
-requires = ["poetry-core>=1.3.0", "poetry-dynamic-versioning"]
-# note: this is a thin wrapper around "poetry.core.masonry.api"
-build-backend = "poetry_dynamic_versioning.backend"
+build-backend = "hatchling.build"
+requires = ["hatchling", "uv-dynamic-versioning"]
+
+[tool.hatch.version]
+source = "uv-dynamic-versioning"
+
+[tool.uv-dynamic-versioning]
+vcs = "git"
+style = "semver"
+
+[tool.uv]
+trusted-publishing = "always"
+
+[[tool.uv.index]]
+explicit = true
+name = "testpypi"
+url = "https://test.pypi.org/simple/"
+publish-url = "https://test.pypi.org/legacy/"
 
 [tool.pytest.ini_options]
 cache_dir = ".cache/pytest"
@@ -123,6 +93,20 @@ exclude = '''(?x)(
     | ^tests/.*$     # any tests
 )'''
 
+[tool.coverage.run]
+omit = [
+  ".*",
+  "*/site-packages/*",
+  "*/venv/*",
+  "tests/*",
+  "src/vunnel/__main__.py",
+  "src/vunnel/cli/__init__.py",
+]
+
+[tool.coverage.report]
+fail_under = 75
+
+
 [tool.ruff.format]
 exclude = [
     ".eggs",         # exclude a few common directories in the
@@ -145,30 +129,9 @@ exclude = [
     "tests/quality/bin",
 ]
 
-[tool.coverage.run]
-omit = [
-  ".*",
-  "*/site-packages/*",
-  "*/venv/*",
-  "tests/*",
-  "src/vunnel/__main__.py",
-  "src/vunnel/cli/__init__.py",
-]
-
-[tool.coverage.report]
-fail_under = 75
-
-[tool.poetry-dynamic-versioning]
-enable = true
-vcs = "git"
-metadata = false
-style = "semver"
-dirty = true
-
 [tool.ruff]
 cache-dir = ".cache/ruff"
 line-length = 150
-
 extend-exclude = [
   "**/tests/**",
   "src/vunnel/providers/mariner/model/**" # these are generated
@@ -230,3 +193,27 @@ select = [
 "json.dumps".msg = "Use orjson.dumps instead"
 "json.load".msg = "Use orjson.loads instead"
 "json.loads".msg = "Use orjson.loads instead"
+
+[dependency-groups]
+dev = [
+    "pytest<9.0.0,>=7.2.2",
+    "pre-commit<5.0,>=3.2",
+    "jsonschema<5.0.0,>=4.17.3",
+    "pytest-unordered<0.7.0,>=0.5.2",
+    "pytest-sugar<1.1.0,>=0.9.6",
+    "pytest-clarity<2.0.0,>=1.0.1",
+    "pytest-cov<7,>=4",
+    "pytest-picked<0.6.0,>=0.4.6",
+    "pytest-mock<4.0.0,>=3.10.0",
+    "pytest-xdist<4.0.0,>=3.2.1",
+    "types-PyYAML<7.0.0.0,>=6.0.12.5",
+    "types-requests<3.0.0.0,>=2.28.11.7",
+    "mypy<2.0,>=1.1",
+    "radon<7.0,>=5.1",
+    "dunamai<2.0.0,>=1.15.0",
+    "ruff<1.0.0,>=0.9.2",
+    "yardstick>=0.12.1",
+    "tabulate==0.9.0",
+    "tox<5.0.0,>=4.11.3",
+    "uv-dynamic-versioning>=0.6.0",
+]
diff --git a/tests/quality/Makefile b/tests/quality/Makefile
index db552b6b..f8dfa9c4 100644
--- a/tests/quality/Makefile
+++ b/tests/quality/Makefile
@@ -26,7 +26,7 @@ all: capture validate ## Fetch or capture all data and run all quality checks
 
 .PHONY: validate
 validate:  ## Run all quality checks against already collected data
-	poetry run yardstick validate --result-set $(RESULT_SET)_$(provider)
+	uv run yardstick validate --result-set $(RESULT_SET)_$(provider)
 
 
 ## Data management targets #################################
@@ -36,36 +36,36 @@ capture: clear-data clear-results configure sboms build-db vulns ## Collect and
 
 .PHONY: show-changes
 show-changes: ## Show the current file changeset
-	poetry run python ./configure.py -v show-changes
-	poetry run python ./configure.py select-providers
+	uv run python ./configure.py -v show-changes
+	uv run python ./configure.py select-providers
 
 .PHONY: all-providers
 all-providers: ## Select all providers for testing
-	@poetry run python ./configure.py all-providers --json 2>/dev/null
+	@uv run python ./configure.py all-providers --json 2>/dev/null
 
 .PHONY: select-providers
 select-providers: ## Determine the provider(s) to use for testing based on the file changeset
-	@poetry run python ./configure.py select-providers --json 2>/dev/null
+	@uv run python ./configure.py select-providers --json 2>/dev/null
 
 .PHONY: validate-test-tool-versions
 validate-test-tool-versions: ## Pass/Fail to determine if we're using the production versions of grype and grype-db
-	@poetry run python ./configure.py validate-test-tool-versions
+	@uv run python ./configure.py validate-test-tool-versions
 
 .PHONY: configure
 configure: ## write yardstick and grype configuration files relative to the given provider
-	poetry run python ./configure.py configure $(provider)
+	uv run python ./configure.py configure $(provider)
 
 .PHONY: build-db
 build-db:  ## Build a grype database for the given provider
-	poetry run python ./configure.py build-db
+	uv run python ./configure.py build-db
 
 .PHONY: vulns
 vulns: ## Collect and store all grype results
-	poetry run yardstick -v result capture -r $(RESULT_SET)_$(provider)
+	uv run yardstick -v result capture -r $(RESULT_SET)_$(provider)
 
 .PHONY: sboms
 sboms: $(YARDSTICK_RESULT_DIR) clear-results ## Collect and store all syft results (deletes all existing results)
-	bash -c "make download-sboms || (yardstick -v result capture -r $(RESULT_SET)_$(provider) --only-producers)"
+	bash -c "make download-sboms || (uv run yardstick -v result capture -r $(RESULT_SET)_$(provider) --only-producers)"
 
 .PHONY: download-sboms
 download-sboms:
@@ -88,7 +88,7 @@ clean: clear-bin clear-results clear-db clear-data ## Clear all local data
 
 .PHONY: clear-results
 clear-results: ## Clear all existing yardstick results
-	yardstick result clear
+	uv run yardstick result clear
 
 .PHONY: clear-data
 clear-data: ## Delete existing vunnel data cache
diff --git a/tests/quality/config.yaml b/tests/quality/config.yaml
index a2ffba9d..54378876 100644
--- a/tests/quality/config.yaml
+++ b/tests/quality/config.yaml
@@ -25,7 +25,7 @@ yardstick:
       # Note:
       #  - ALWAYS leave the "import-db" annotation as-is
       #  - this version should ALWAYS match that of the other "grype" tool below
-      version: main+import-db=build/grype-db.tar.zst
+      version: latest+import-db=build/grype-db.tar.zst
       takes: SBOM
 
     - name: grype
@@ -36,7 +36,7 @@ yardstick:
       #  - a repo reference and optional "@branch" (e.g. "github.com/my-user-fork/grype@dev-fix-foo")
       # Note:
       #  - this version should ALWAYS match that of the other "grype" tool above
-      version: main
+      version: latest
       takes: SBOM
       label: reference
 
@@ -47,7 +47,7 @@ grype_db:
   #  - a branch name (e.g. "dev-fix-foo")
   #  - a repo reference and optional "@branch" (e.g. "my-user-fork/grype-db@dev-fix-foo")
   #  - a local file path (e.g. "file://~/code/grype-db")
-  version: main
+  version: latest
 
 tests:
 
diff --git a/tox.ini b/tox.ini
index 6e3d3dca..fd327715 100644
--- a/tox.ini
+++ b/tox.ini
@@ -4,9 +4,9 @@ envlist = py311, py312
 isolated_build = True
 
 [testenv]
-allowlist_externals = poetry
+allowlist_externals = uv
 skip_install = true
 
 commands =
-    poetry install -vvv
-    poetry run pytest --cov-report html --cov vunnel -v tests/unit/
+    uv sync --all-extras --dev
+    uv run pytest --cov-report html --cov vunnel -v tests/unit/
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 00000000..9daf2576
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,1801 @@
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+requires-python = ">=3.11, <=3.13"
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