From 55ab8b09469d2db3f7392bccebc555e61319e235 Mon Sep 17 00:00:00 2001
From: Brendan <2bndy5@gmail.com>
Date: Mon, 13 Oct 2025 20:30:58 -0700
Subject: [PATCH 1/8] chore(dev): review CI

- resolves #182 by replacing rust-based benchmark with nushell script (which employs `hyperfine`)
- satisfies `zizmor` linting of CI workflows
- migrate from `nox` to `nur` for dev task runner (uses nushell script)
- updated pre-commit hooks
- updated locked python deps
---
 .gitattributes                          |   2 +
 .github/workflows/benchmark.yml         | 139 ++++--
 .github/workflows/binary-builds.yml     |  59 ++-
 .github/workflows/build-docs.yml        |  65 ++-
 .github/workflows/bump-n-release.yml    |  39 +-
 .github/workflows/bump_version.py       |   2 +-
 .github/workflows/node-js-packaging.yml |  75 ++--
 .github/workflows/pre-commit-hooks.yml  |  21 +-
 .github/workflows/python-packaging.yml  |  32 +-
 .github/workflows/run-dev-tests.yml     |  52 ++-
 .gitignore                              |   1 -
 .pre-commit-config.yaml                 |   4 +-
 Cargo.lock                              | 358 +--------------
 benchmark/.gitignore                    |   3 +
 benchmark/README.md                     |  14 +
 benchmark/benchmark.nu                  | 185 ++++++++
 benchmark/requirements-old.txt          |   2 +
 cpp-linter/Cargo.toml                   |   9 +-
 cpp-linter/benches/run.rs               |  31 --
 cspell.config.yml                       |   7 +
 noxfile.py                              | 175 --------
 nurfile                                 | 185 ++++++++
 pyproject.toml                          |   1 -
 uv.lock                                 | 556 ++++++++++++------------
 24 files changed, 1007 insertions(+), 1010 deletions(-)
 create mode 100644 benchmark/.gitignore
 create mode 100644 benchmark/README.md
 create mode 100644 benchmark/benchmark.nu
 create mode 100644 benchmark/requirements-old.txt
 delete mode 100644 cpp-linter/benches/run.rs
 delete mode 100644 noxfile.py
 create mode 100644 nurfile

diff --git a/.gitattributes b/.gitattributes
index dbbbc17e..3351c178 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -27,3 +27,5 @@
 *.code-workspace text eol=lf
 *.clang-tidy text eol=lf
 *.clang-format text eol=lf
+nurfile text eol=lf
+*.nu text eol=lf
diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
index afb33384..68d7eae7 100644
--- a/.github/workflows/benchmark.yml
+++ b/.github/workflows/benchmark.yml
@@ -1,62 +1,135 @@
-name: Benchmark
+name: Performance Regression
 
 on:
   push:
     branches: [main]
     paths:
-      - cpp-linter/src/
-      - cpp-linter/benches/
+      - cpp-linter/src/**
       - cpp-linter/Cargo.toml
       - Cargo.toml
       - Cargo.lock
       - .github/workflows/benchmark.yml
-    tags-ignore: ['*']
   pull_request:
     branches: [main]
     paths:
-      - cpp-linter/src/
-      - cpp-linter/benches/
+      - cpp-linter/src/**
       - cpp-linter/Cargo.toml
       - Cargo.toml
       - Cargo.lock
       - .github/workflows/benchmark.yml
-  # `workflow_dispatch` allows CodSpeed to trigger back-test
-  # performance analysis in order to generate initial data.
-  workflow_dispatch:
 
-# This CI workflow can take up to 2 hours.
-# This setting will auto-cancel a old run if a new run is started.
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: true
+permissions: {}
 
 jobs:
+  build-bin:
+    name: Build ${{ matrix.name }} binary
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        include:
+          - commit: ${{ github.sha }}
+            name: current
+          - commit: ${{ github.event_name == 'pull_request' && github.event.pull_request.base.sha || github.event.before }}
+            name: previous
+    env:
+      BIN: target/release/cpp-linter
+    steps:
+      - name: Checkout ${{ matrix.name }}
+        uses: actions/checkout@v5
+        with:
+          ref: ${{ matrix.commit }}
+          persist-credentials: false
+      - name: Cache base ref build
+        uses: actions/cache@v4
+        id: cache
+        with:
+          key: bin-cache-${{ hashFiles('cpp-linter/src/**', 'Cargo.toml', 'Cargo.lock', 'cpp-linter/Cargo.toml') }}
+          path: ${{ env.BIN }}
+      - name: Validate cached binary
+        if: steps.cache.outputs.cache-hit == 'true'
+        id: validate
+        run: |
+          chmod +x ${{ env.BIN }}
+          if ! ${{ env.BIN }} version; then
+            echo "Cached binary is invalid, rebuilding..."
+            echo "cache-valid=false" >> "$GITHUB_OUTPUT"
+          fi
+      - run: rustup update --no-self-update
+        if: steps.cache.outputs.cache-hit != 'true' || steps.validate.outputs.cache-valid == 'false'
+      - run: cargo build --bin cpp-linter --release
+        if: steps.cache.outputs.cache-hit != 'true' || steps.validate.outputs.cache-valid == 'false'
+      - name: Upload build artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: ${{ matrix.name }}
+          path: ${{ env.BIN }}
+
+  build-py-binding:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        id: setup-python
+        with:
+          python-version: '3.x'
+      - name: Build wheels
+        uses: PyO3/maturin-action@86b9d133d34bc1b40018696f782949dac11bd380 # v1.49.4
+        with:
+          target: x86_64
+          args: --release --out dist --find-interpreter --features openssl-vendored
+          manylinux: auto
+          before-script-linux: |
+            # NOTE: rust-cross/manylinux docker images are CentOS based
+            yum update -y
+            yum install -y openssl openssl-devel
+      - name: Upload wheels
+        uses: actions/upload-artifact@v4
+        with:
+          name: wheel
+          path: dist/*
+
   benchmark:
+    name: Measure Performance Difference
+    needs: [build-bin, build-py-binding]
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v5
-      # using the generated compilation database,
-      # we will use cpp-linter to scan libgit2 src/libgit2/**.c files.
+        with:
+          persist-credentials: false
       - name: Checkout libgit2
         uses: actions/checkout@v5
         with:
           repository: libgit2/libgit2
           ref: v1.8.1
-          path: cpp-linter/benches/libgit2
-      - name: Generate compilation database
-        working-directory: cpp-linter/benches/libgit2
-        run: |
-          mkdir build && cd build
-          cmake -DCMAKE_EXPORT_COMPILE_COMMANDS=ON ..
+          path: benchmark/libgit2
+          persist-credentials: false
+
+      - name: Download built binaries
+        uses: actions/download-artifact@v5
+
       - name: Install cargo-binstall
-        uses: cargo-bins/cargo-binstall@main
-      - name: Install cargo-codspeed
-        run: cargo binstall -y cargo-codspeed
-      - name: Build the benchmark target(s)
-        run: cargo codspeed build
-      - name: Run benchmarks
-        uses: CodSpeedHQ/action@v4
-        with:
-          mode: instrumentation
-          run: cargo codspeed run
-          token: ${{ secrets.CODSPEED_TOKEN }}
+        uses: cargo-bins/cargo-binstall@38e8f5e4c386b611d51e8aa997b9a06a3c8eb67a # v1.15.6
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
+      - name: Install hyperfine
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
+        run: cargo binstall -y hyperfine
+      - name: Install nushell
+        uses: hustcer/setup-nu@985d59ec83ae3e3418f9d36471cda38b9d8b9879 # v3.20
+
+      - name: Run benchmark script
+        working-directory: benchmark
+        shell: nu {0}
+        run: |-
+          let new_py = (
+            glob "../wheel/cpp_linter-*.whl"
+            | first
+            | path expand
+          )
+          let prev_bin = "../previous/cpp-linter" | path expand
+          let curr_bin = "../current/cpp-linter" | path expand
+          nu benchmark.nu --new-py $new_py --rust-bin $curr_bin --prev-rust-bin $prev_bin
diff --git a/.github/workflows/binary-builds.yml b/.github/workflows/binary-builds.yml
index b0b40c99..0bf9b2a9 100644
--- a/.github/workflows/binary-builds.yml
+++ b/.github/workflows/binary-builds.yml
@@ -1,8 +1,5 @@
 name: Binary builds
 
-permissions:
-  contents: read
-
 on:
   push:
     branches: [main]
@@ -25,9 +22,7 @@ env:
   CARGO_TERM_COLOR: always
   RUST_BACKTRACE: 1
 
-defaults:
-  run:
-    shell: bash
+permissions: {}
 
 jobs:
 
@@ -103,19 +98,26 @@ jobs:
     steps:
       - name: Checkout
         uses: actions/checkout@v5
+        with:
+          persist-credentials: false
 
       - name: Setup Rust
-        uses: dtolnay/rust-toolchain@stable
-        with:
-          target: ${{ matrix.target }}
+        env:
+          RS_TARGET: ${{ matrix.target }}
+        run: |-
+          rustup update stable --no-self-update
+          rustup target add $RS_TARGET
 
+      - name: Install cargo-binstall
+        if: matrix.cross
+        uses: cargo-bins/cargo-binstall@38e8f5e4c386b611d51e8aa997b9a06a3c8eb67a # v1.15.6
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
       - name: Install cross (cargo cross compiler)
         if: matrix.cross
-        uses: taiki-e/install-action@v2
         env:
           GITHUB_TOKEN: ${{ github.token }}
-        with:
-          tool: cross
+        run: cargo binstall -y cross
 
       - name: Build
         run: >-
@@ -127,8 +129,25 @@ jobs:
           --target ${{ matrix.target }}
           ${{ matrix.vendored && '--features openssl-vendored' || '' }}
 
-      - name: Prepare artifacts
-        run: mv target/${{ matrix.target }}/release/cpp-linter${{ runner.os == 'Windows' && '.exe' || '' }} ./cpp-linter-${{ matrix.target }}${{ runner.os == 'Windows' && '.exe' || '' }}
+      - name: Prepare artifacts (unix)
+        if: runner.os != 'Windows'
+        shell: bash
+        run: |-
+          tgt="cpp-linter"
+          mv "target/${{ matrix.target }}/release/${tgt}" "${tgt}"
+          arc_name="cpp-linter-${{ matrix.target }}.tar.gz"
+          tar -a -c -v -z -f "${arc_name}" ${tgt} LICENSE
+      - name: Prepare artifacts (windows)
+        if: runner.os == 'Windows'
+        shell: pwsh
+        # `tar.exe` in powershell is different from `tar` in bash.
+        # need to use `tar.exe` in powershell to create a valid zip file.
+        run: |-
+          $tgt = "cpp-linter.exe"
+          mv "target/${{ matrix.target }}/release/${tgt}" "${tgt}"
+          $arc_name = "cpp-linter-${{ matrix.target }}.zip"
+          tar -a -c -v -f "${arc_name}" ${tgt} LICENSE
+
       - name: Upload artifacts
         uses: actions/upload-artifact@v4
         with:
@@ -141,6 +160,7 @@ jobs:
     runs-on: ubuntu-latest
     needs: [create-assets]
     permissions:
+      id-token: write
       contents: write
     steps:
       - uses: actions/checkout@v5
@@ -160,9 +180,14 @@ jobs:
       - name: Create a Github Release
         env:
           GH_TOKEN: ${{ github.token }}
+          GIT_REF: ${{ github.ref_name }}
         run: |
           files=$(ls dist/cpp-linter*)
-          gh release upload "${{ github.ref_name }}" $files
-      - run: cargo publish -p cpp-linter
+          gh release upload "$GIT_REF" $files
+      - name: Establish provenance
+        id: auth
+        uses: rust-lang/crates-io-auth-action@e919bc7605cde86df457cf5b93c5e103838bd879 # v1.0.1
+      - name: Publish package
         env:
-          CARGO_REGISTRY_TOKEN: ${{ secrets.CARGO_REGISTRY_TOKEN }}
+          CARGO_REGISTRY_TOKEN: ${{ steps.auth.outputs.token }}
+        run: cargo publish -p cpp-linter
diff --git a/.github/workflows/build-docs.yml b/.github/workflows/build-docs.yml
index 7c7df6d3..5686bc5a 100644
--- a/.github/workflows/build-docs.yml
+++ b/.github/workflows/build-docs.yml
@@ -23,11 +23,15 @@ env:
   CARGO_TERM_COLOR: always
   RUST_BACKTRACE: 1
 
+permissions: {}
+
 jobs:
   cache-deps:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - run: rustup update --no-self-update
       - name: Cache .cargo locked resources
         uses: actions/cache@v4
@@ -39,40 +43,40 @@ jobs:
   build-mkdocs:
     runs-on: ubuntu-latest
     needs: [cache-deps]
-    permissions:
-      contents: write
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - name: Cache .cargo locked resources
         uses: actions/cache/restore@v4
         with:
           path: ~/.cargo
           key: ${{ runner.os }}-docs-cargo-${{ hashFiles('Cargo.lock') }}
       - name: Install uv
-        uses: astral-sh/setup-uv@v6
-        with:
-          enable-cache: true
-          cache-dependency-glob: "uv.lock"
+        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+      - name: Install cargo-binstall
+        uses: cargo-bins/cargo-binstall@38e8f5e4c386b611d51e8aa997b9a06a3c8eb67a # v1.15.6
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
+      - name: Install nur
+        run: cargo binstall -y nur
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
       - name: Build docs
-        run: uvx nox -s docs-build
+        run: nur docs --build
       - name: Upload docs build as artifact
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-pages-artifact@v4
         with:
           name: cpp-linter-docs
           path: docs/site
-      - name: Upload to github pages
-        # only publish doc changes from main branch
-        if: github.ref == 'refs/heads/main'
-        uses: peaceiris/actions-gh-pages@v4
-        with:
-          github_token: ${{ secrets.GITHUB_TOKEN }}
-          publish_dir: docs/site
 
   build-rustdoc:
     runs-on: ubuntu-latest
     needs: [cache-deps]
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - run: rustup update --no-self-update
       - name: Cache .cargo locked resources
         uses: actions/cache/restore@v4
@@ -80,10 +84,37 @@ jobs:
           path: ~/.cargo
           key: ${{ runner.os }}-docs-cargo-${{ hashFiles('Cargo.lock') }}
       - name: Install uv
-        uses: astral-sh/setup-uv@v6
-      - run: uvx nox -s docs-rs
+        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+      - name: Install cargo-binstall
+        uses: cargo-bins/cargo-binstall@38e8f5e4c386b611d51e8aa997b9a06a3c8eb67a # v1.15.6
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
+      - name: Install nur
+        run: cargo binstall -y nur
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
+      - run: nur docs rs
       - name: upload rustdoc build as artifact
         uses: actions/upload-artifact@v4
         with:
           path: target/doc
           name: cpp-linter-api_docs
+
+  deploy:
+    if: github.ref == 'refs/heads/main' || github.event_name == 'workflow_dispatch'
+    needs: [build-mkdocs]
+    runs-on: ubuntu-latest
+    permissions:
+      pages: write # to deploy to Pages
+      id-token: write # to verify the deployment originates from an appropriate source
+    # Deploy to the github-pages environment
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
+    steps:
+      - name: Deploy to GitHub Pages
+        uses: actions/deploy-pages@v4
+        id: deployment
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+          artifact_name: cpp-linter-docs
diff --git a/.github/workflows/bump-n-release.yml b/.github/workflows/bump-n-release.yml
index 7b56ee23..5621b8c2 100644
--- a/.github/workflows/bump-n-release.yml
+++ b/.github/workflows/bump-n-release.yml
@@ -22,24 +22,30 @@ on:
           - patch
           - rc
 
+permissions: {}
+
 jobs:
   bump-release:
     if: github.event_name == 'workflow_dispatch'
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v5
+      - name: Checkout repository
+        uses: actions/checkout@v5
         with:
           token: ${{ secrets.BUMP_N_RELEASE }}
           fetch-depth: 0
-      - uses: actions/setup-python@v6
+          fetch-tags: true
+          persist-credentials: false
+      - name: Set up Python
+        uses: actions/setup-python@v6
         with:
           python-version: 3.x
-      - uses: actions/setup-node@v5
+      - name: Install Node.js
+        uses: actions/setup-node@v5
         with:
-          node-version: 20.x
+          node-version: 24.x
       - run: yarn install
-      - run: yarn global add @napi-rs/cli
-      - uses: cargo-bins/cargo-binstall@main
+      - uses: cargo-bins/cargo-binstall@38e8f5e4c386b611d51e8aa997b9a06a3c8eb67a # v1.15.6
       - run: cargo binstall -y git-cliff
         env:
           GITHUB_TOKEN: ${{ github.token }}
@@ -52,18 +58,25 @@ jobs:
 
   update-changelog:
     if: github.event_name != 'workflow_dispatch'
+    permissions:
+      contents: read
+      pull-requests: read
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v5
         with:
           fetch-depth: 0
-      - name: Generate a changelog
-        uses: orhun/git-cliff-action@v4
-        id: git-cliff
+          fetch-tags: true
+          persist-credentials: false
+      - uses: actions/setup-python@v6
         with:
-          config: .config/cliff.toml
-          args: --unreleased
+          python-version: 3.x
+      - name: Generate a release notes
         env:
-          OUTPUT: ${{ runner.temp }}/changes.md
+          GITHUB_TOKEN: ${{ github.token }}
           GITHUB_REPO: ${{ github.repository }}
-      - run: cat "${{ runner.temp }}/changes.md" >> "$GITHUB_STEP_SUMMARY"
+          GIT_CLIFF_CONFIG: .config/cliff.toml
+        run: >-
+          pipx run git-cliff
+          --unreleased
+          --output "$GITHUB_STEP_SUMMARY"
diff --git a/.github/workflows/bump_version.py b/.github/workflows/bump_version.py
index 597216ef..8659d21f 100644
--- a/.github/workflows/bump_version.py
+++ b/.github/workflows/bump_version.py
@@ -118,7 +118,7 @@ def main():
         cwd="bindings/node",
         check=True,
     )
-    subprocess.run(["napi", "version"], cwd="bindings/node", check=True)
+    subprocess.run(["napi", "version"], cwd="bindings/node", check=True, shell=True)
     print("Updated version in bindings/node/**package.json")
 
     subprocess.run(
diff --git a/.github/workflows/node-js-packaging.yml b/.github/workflows/node-js-packaging.yml
index a7ef9684..572d7389 100644
--- a/.github/workflows/node-js-packaging.yml
+++ b/.github/workflows/node-js-packaging.yml
@@ -1,11 +1,5 @@
 name: Node.js builds
-env:
-  DEBUG: napi:*
-  APP_NAME: cpp-linter
-  MACOSX_DEPLOYMENT_TARGET: '10.13'
-permissions:
-  contents: write
-  id-token: write
+
 on:
   push:
     branches: [main]
@@ -32,6 +26,13 @@ on:
       - yarn.lock
       - .github/workflows/node-js-packaging.yml
 
+env:
+  DEBUG: napi:*
+  APP_NAME: cpp-linter
+  MACOSX_DEPLOYMENT_TARGET: '10.13'
+
+permissions: {}
+
 jobs:
   build:
     strategy:
@@ -72,18 +73,19 @@ jobs:
     runs-on: ${{ matrix.settings.host }}
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - name: Setup node
         uses: actions/setup-node@v5
         with:
           node-version: 22
-          cache: yarn
-      - name: Install
-        uses: dtolnay/rust-toolchain@stable
-        with:
-          toolchain: stable
-          targets: ${{ matrix.settings.target }}
+          cache: yarn # zizmor: ignore[cache-poisoning]
+      - name: Setup Rust
+        run: |-
+          rustup update stable --no-self-update
+          rustup target add ${{ matrix.settings.target }}
       - name: Cache cargo
-        uses: actions/cache@v4
+        uses: actions/cache@v4 # zizmor: ignore[cache-poisoning]
         with:
           path: |
             ~/.cargo/registry/index/
@@ -93,17 +95,22 @@ jobs:
             .cargo-cache
             target/
           key: ${{ matrix.settings.target }}-cargo-${{ matrix.settings.host }}
-      - uses: mlugg/setup-zig@v2
+      - uses: mlugg/setup-zig@8d6198c65fb0feaa111df26e6b467fea8345e46f # v2.0.5
         if: ${{ contains(matrix.settings.build, ' -x ') }}
         with:
           version: 0.14.1
+          use-cache: true # zizmor: ignore[cache-poisoning]
+      - name: Install cargo-binstall
+        if: contains(matrix.settings.build, ' -x ') || contains(matrix.settings.build, '--use-cross ')
+        uses: cargo-bins/cargo-binstall@38e8f5e4c386b611d51e8aa997b9a06a3c8eb67a # v1.15.6
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
       - name: Install ${{contains(matrix.settings.build, ' -x ') && 'cargo-zigbuild' || 'cargo-cross'}}
-        uses: taiki-e/install-action@v2
         if: contains(matrix.settings.build, ' -x ') || contains(matrix.settings.build, '--use-cross ')
         env:
           GITHUB_TOKEN: ${{ github.token }}
-        with:
           tool: ${{contains(matrix.settings.build, ' -x ') && 'cargo-zigbuild' || 'cross'}}
+        run: cargo binstall -y $tool
       - name: Setup toolchain
         run: ${{ matrix.settings.setup }}
         if: ${{ matrix.settings.setup }}
@@ -126,9 +133,11 @@ jobs:
     name: Build FreeBSD
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - name: Build
         id: build
-        uses: cross-platform-actions/action@v0.29.0
+        uses: cross-platform-actions/action@e8a7b572196ff79ded1979dc2bb9ee67d1ddb252 # v0.29.0
         env:
           DEBUG: napi:*
           RUSTUP_IO_THREADS: 1
@@ -193,11 +202,13 @@ jobs:
     runs-on: ${{ matrix.settings.host }}
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - name: Setup node
         uses: actions/setup-node@v5
         with:
           node-version: ${{ matrix.node }}
-          cache: yarn
+          cache: yarn # zizmor: ignore[cache-poisoning]
           architecture: ${{ matrix.settings.architecture }}
       - name: Install dependencies
         run: yarn install
@@ -230,11 +241,13 @@ jobs:
     runs-on: ${{ contains(matrix.target, 'aarch64') && 'ubuntu-24.04-arm' || 'ubuntu-latest' }}
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - name: Setup node
         uses: actions/setup-node@v5
         with:
           node-version: ${{ matrix.node }}
-          cache: yarn
+          cache: yarn # zizmor: ignore[cache-poisoning]
       - name: Output docker params
         id: docker
         run: |
@@ -268,7 +281,7 @@ jobs:
         run: ls -R .
         shell: bash
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
+        uses: docker/setup-qemu-action@29109295f81e9208d7d86ff1c6c12d2833863392 # v3.6.0
         if: ${{ contains(matrix.target, 'armv7') }}
         with:
           platforms: all
@@ -276,10 +289,13 @@ jobs:
         if: ${{ contains(matrix.target, 'armv7') }}
       - name: Test bindings
         if: matrix.target != 'x86_64-unknown-linux-gnu'
-        uses: addnab/docker-run-action@v3
+        uses: addnab/docker-run-action@4f65fabd2431ebc8d299f8e5a018d79a769ae185 # v3
         with:
           image: ${{ steps.docker.outputs.IMAGE }}
-          options: '-v ${{ github.workspace }}:${{ github.workspace }} -w ${{ github.workspace }} --platform ${{ steps.docker.outputs.PLATFORM }}'
+          options: >- # zizmor: ignore[template-injection]
+            v ${{ github.workspace }}:${{ github.workspace }}
+            -w ${{ github.workspace }}
+            --platform ${{ steps.docker.outputs.PLATFORM }}
           run: yarn test
       - name: Test x86_64-unknown-linux-gnu
         if: matrix.target == 'x86_64-unknown-linux-gnu'
@@ -287,17 +303,22 @@ jobs:
   publish:
     name: Publish
     runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      id-token: write
     needs:
       - build-freebsd
       - test-macOS-windows-binding
       - test-linux-binding
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - name: Setup node
         uses: actions/setup-node@v5
         with:
           node-version: 22
-          cache: yarn
+          cache: yarn # zizmor: ignore[cache-poisoning]
       - name: Install dependencies
         run: yarn install
       - name: Create npm dirs
@@ -322,9 +343,3 @@ jobs:
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           NPM_TOKEN: ${{ secrets.NPM_TOKEN }}
-      # - name: Upload release assets
-      #   env:
-      #     GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      #   run:
-      #     files=$(ls ./npm/**cpp-linter.*.node)
-      #     gh release upload "${{ github.ref_name }}" $files
diff --git a/.github/workflows/pre-commit-hooks.yml b/.github/workflows/pre-commit-hooks.yml
index 22277711..20b08128 100644
--- a/.github/workflows/pre-commit-hooks.yml
+++ b/.github/workflows/pre-commit-hooks.yml
@@ -6,6 +6,8 @@ on:
   pull_request:
     branches: [main]
 
+permissions: {}
+
 jobs:
   pre-commit:
     uses: cpp-linter/.github/.github/workflows/pre-commit.yml@main
@@ -19,6 +21,8 @@ jobs:
 
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - run: rustup update
       - name: Cache .cargo locked resources
         uses: actions/cache@v4
@@ -34,24 +38,11 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - uses: actions/setup-node@v5
         with:
           node-version: 22
           cache: yarn
       - run: yarn install
       - run: yarn lint
-
-  conventional-commit:
-    if: github.event_name == 'pull_request'
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v5
-      - run: rustup update --no-self-update
-      - name: Install cargo-binstall
-        uses: cargo-bins/cargo-binstall@main
-      - name: Install committed
-        run: cargo binstall -y committed
-      - name: Check PR title
-        run: >-
-          echo "${{ github.event.pull_request.title }}"
-          | committed --config .config/committed.toml --commit-file -
diff --git a/.github/workflows/python-packaging.yml b/.github/workflows/python-packaging.yml
index f633f20a..395cad9d 100644
--- a/.github/workflows/python-packaging.yml
+++ b/.github/workflows/python-packaging.yml
@@ -32,8 +32,7 @@ on:
       - .github/workflows/python-packaging.yml
       - pyproject.toml
 
-permissions:
-  contents: read
+permissions: {}
 
 env:
   CARGO_TERM_COLOR: always
@@ -59,6 +58,8 @@ jobs:
             target: ppc64le
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - uses: actions/setup-python@v6
         with:
           python-version: '3.x'
@@ -74,11 +75,11 @@ jobs:
           fi
 
       - name: Build wheels
-        uses: PyO3/maturin-action@v1
+        uses: PyO3/maturin-action@86b9d133d34bc1b40018696f782949dac11bd380 # v1.49.4
         with:
           target: ${{ matrix.platform.target }}
           args: --release --out dist --find-interpreter ${{ steps.is-openssl-vendored.outputs.enabled }}
-          # sccache: 'true'
+          # sccache: ${{ !startsWith(github.ref, 'refs/tags/') }} # zizmor: ignore[cache-poisoning]
           manylinux: auto
           before-script-linux: |
             case "${{ matrix.platform.target }}" in
@@ -110,16 +111,18 @@ jobs:
             target: x86
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - uses: actions/setup-python@v6
         with:
           python-version: '3.x'
           architecture: ${{ matrix.platform.target }}
       - name: Build wheels
-        uses: PyO3/maturin-action@v1
+        uses: PyO3/maturin-action@86b9d133d34bc1b40018696f782949dac11bd380 # v1.49.4
         with:
           target: ${{ matrix.platform.target }}
           args: --release --out dist --find-interpreter
-          sccache: 'true'
+          sccache: ${{ !startsWith(github.ref, 'refs/tags/') }} # zizmor: ignore[cache-poisoning]
       - name: Upload wheels
         uses: actions/upload-artifact@v4
         with:
@@ -138,15 +141,17 @@ jobs:
             target: aarch64
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - uses: actions/setup-python@v6
         with:
           python-version: '3.x'
       - name: Build wheels
-        uses: PyO3/maturin-action@v1
+        uses: PyO3/maturin-action@86b9d133d34bc1b40018696f782949dac11bd380 # v1.49.4
         with:
           target: ${{ matrix.platform.target }}
           args: --release --out dist --find-interpreter --features openssl-vendored
-          sccache: 'true'
+          sccache: ${{ !startsWith(github.ref, 'refs/tags/') }} # zizmor: ignore[cache-poisoning]
       - name: Upload wheels
         uses: actions/upload-artifact@v4
         with:
@@ -157,11 +162,13 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
       - uses: actions/setup-python@v6
         with:
           python-version: 3.x
       - name: Build sdist
-        uses: PyO3/maturin-action@v1
+        uses: PyO3/maturin-action@86b9d133d34bc1b40018696f782949dac11bd380 # v1.49.4
         with:
           command: sdist
           args: --out dist
@@ -195,14 +202,7 @@ jobs:
         if: startsWith(github.ref, 'refs/tags/')
         uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # v1.13.0
         with:
-          attestations: true
           skip-existing: true
           # This workflow is registered as a trusted publisher (for test-pypi and pypi).
           # A token should not be required (and actually is discouraged with trusted publishers).
           repository-url: ${{ contains(github.ref_name, 'rc') && 'https://test.pypi.org/legacy/' || 'https://upload.pypi.org/legacy/' }}
-      # - name: Upload release assets
-      #   env:
-      #     GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      #   run:
-      #     files=$(ls ./dist/cpp-linter*.{whl,atr.gz})
-      #     gh release upload "${{ github.ref_name }}" $files
diff --git a/.github/workflows/run-dev-tests.yml b/.github/workflows/run-dev-tests.yml
index 1623dd68..acf49a18 100644
--- a/.github/workflows/run-dev-tests.yml
+++ b/.github/workflows/run-dev-tests.yml
@@ -20,6 +20,8 @@ env:
   CARGO_TERM_COLOR: always
   RUST_BACKTRACE: 1
 
+permissions: {}
+
 jobs:
   test:
     strategy:
@@ -30,9 +32,13 @@ jobs:
     runs-on: ${{ matrix.os }}
     steps:
       - uses: actions/checkout@v5
+        with:
+          persist-credentials: false
 
-      - run: rustup update --no-self-update
-      - run: rustup component add llvm-tools-preview
+      - name: Setup Rust
+        run: |-
+          rustup update --no-self-update
+          rustup component add llvm-tools-preview
 
       # https://docs.rs/openssl/latest/openssl/#automatic
       # - name: Install OpenSSL (Linux)
@@ -45,19 +51,21 @@ jobs:
       #   if: runner.os == 'Windows'
       #   run: vcpkg install openssl
 
+      - uses: cargo-bins/cargo-binstall@38e8f5e4c386b611d51e8aa997b9a06a3c8eb67a # v1.15.6
+        env:
+          GITHUB_TOKEN: ${{ github.token }}
       - name: Install third-party binaries
-        uses: taiki-e/install-action@v2
+        run: >-
+          cargo binstall -y cargo-nextest cargo-llvm-cov nur
         env:
           GITHUB_TOKEN: ${{ github.token }}
-        with:
-          tool: cargo-nextest,cargo-llvm-cov,cargo-binstall
 
       - uses: actions/setup-python@v6
         with:
           python-version: 3.x
 
       - name: Install uv
-        uses: astral-sh/setup-uv@v6
+        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
         with:
           enable-cache: true
           cache-dependency-glob: "uv.lock"
@@ -89,7 +97,7 @@ jobs:
       - name: Collect Coverage for clang v9
         env:
           CLANG_VERSION: '9'
-        run: uvx nox -s test -- --profile ci
+        run: nur test --profile ci
 
       - name: Install clang v10
         uses: ./.github/install-clang-action
@@ -99,7 +107,7 @@ jobs:
       - name: Collect Coverage for clang v10
         env:
           CLANG_VERSION: '10'
-        run: uvx nox -s test -- --profile ci
+        run: nur test --profile ci
 
       - name: Install clang 11
         uses: ./.github/install-clang-action
@@ -109,7 +117,7 @@ jobs:
       - name: Collect Coverage for clang v11
         env:
           CLANG_VERSION: '11'
-        run: uvx nox -s test -- --profile ci
+        run: nur test --profile ci
 
       - name: Install clang 12
         uses: ./.github/install-clang-action
@@ -119,7 +127,7 @@ jobs:
       - name: Collect Coverage for clang v12
         env:
           CLANG_VERSION: '12'
-        run: uvx nox -s test -- --profile ci
+        run: nur test --profile ci
 
       - name: Install clang 13
         uses: ./.github/install-clang-action
@@ -129,7 +137,7 @@ jobs:
       - name: Collect Coverage for clang v13
         env:
           CLANG_VERSION: '13'
-        run: uvx nox -s test -- --profile ci
+        run: nur test --profile ci
 
       - name: Install clang 14
         uses: ./.github/install-clang-action
@@ -139,7 +147,7 @@ jobs:
       - name: Collect Coverage for clang v14
         env:
           CLANG_VERSION: '14'
-        run: uvx nox -s test -- --profile ci
+        run: nur test --profile ci
 
       - name: Install clang 15
         uses: ./.github/install-clang-action
@@ -149,7 +157,7 @@ jobs:
       - name: Collect Coverage for clang v15
         env:
           CLANG_VERSION: '15'
-        run: uvx nox -s test -- --profile ci
+        run: nur test --profile ci
 
       - name: Install clang 16
         uses: ./.github/install-clang-action
@@ -159,7 +167,7 @@ jobs:
       - name: Collect Coverage for clang v16
         env:
           CLANG_VERSION: '16'
-        run: uvx nox -s test -- --profile ci
+        run: nur test --profile ci
 
       - name: Install clang 17
         uses: ./.github/install-clang-action
@@ -169,7 +177,7 @@ jobs:
       - name: Collect Coverage for clang v17
         env:
           CLANG_VERSION: '17'
-        run: uvx nox -s test -- --profile ci
+        run: nur test --profile ci
 
       - name: Install clang 18
         uses: ./.github/install-clang-action
@@ -179,7 +187,7 @@ jobs:
       - name: Collect Coverage for clang v18
         env:
           CLANG_VERSION: '18'
-        run: uvx nox -s test -- --profile ci
+        run: nur test --profile ci
 
       - name: Install clang v19
         uses: ./.github/install-clang-action
@@ -189,7 +197,7 @@ jobs:
       - name: Collect Coverage for clang v19
         env:
           CLANG_VERSION: '19'
-        run: uvx nox -s test -- --profile ci
+        run: nur test --profile ci
 
       - name: Install clang v20
         uses: ./.github/install-clang-action
@@ -199,7 +207,7 @@ jobs:
       - name: Collect Coverage for clang v20
         env:
           CLANG_VERSION: '20'
-        run: uvx nox -s test -- --profile ci
+        run: nur test --profile ci
 
       - name: Install clang v21
         uses: ./.github/install-clang-action
@@ -209,10 +217,10 @@ jobs:
       - name: Collect Coverage for clang v21
         env:
           CLANG_VERSION: '21'
-        run: uvx nox -s test -- --profile all
+        run: nur test --profile all
 
       - name: Generate Coverage HTML report
-        run: uvx nox -s llvm-cov
+        run: nur test llvm-cov
 
       - name: Upload coverage data
         uses: actions/upload-artifact@v4
@@ -221,9 +229,9 @@ jobs:
           path: target/llvm-cov/html
 
       - name: Generate Coverage lcov report
-        run: uvx nox -s lcov
+        run: nur test lcov
 
-      - uses: codecov/codecov-action@v5
+      - uses: codecov/codecov-action@5a1091511ad55cbe89839c7260b706298ca349f7 # v5.5.1
         with:
           token: ${{secrets.CODECOV_TOKEN}}
           files: lcov.info
diff --git a/.gitignore b/.gitignore
index f79fbe0c..4c683a41 100644
--- a/.gitignore
+++ b/.gitignore
@@ -346,4 +346,3 @@ docs/site
 cpp-linter-py/docs/cli_args.rst
 lcov.info
 coverage.json
-cpp-linter/benches/libgit2/
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index e652b51f..0c88678a 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
+    rev: v6.0.0
     hooks:
       - id: trailing-whitespace
         exclude: cpp-linter/tests/.*\.(?:patch|diff)
@@ -15,7 +15,7 @@ repos:
       - id: mixed-line-ending
         args: ["--fix=lf"]
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.12.4
+    rev: v0.14.0
     hooks:
       # Run the python linter.
       - id: ruff-check
diff --git a/Cargo.lock b/Cargo.lock
index 059be3f1..313da258 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -35,12 +35,6 @@ dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "anes"
-version = "0.1.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4b46cbb362ab8752921c97e041f5e366ee6297bd428a31275b9fcf1e380f7299"
-
 [[package]]
 name = "anstream"
 version = "0.6.20"
@@ -97,15 +91,6 @@ version = "1.0.99"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b0674a1ddeecb70197781e945de4b3b8ffb61fa939a5597bcf48503737663100"
 
-[[package]]
-name = "approx"
-version = "0.5.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cab112f0a86d568ea0e627cc1d6be74a1e9cd55214684db5561995f6dad897c6"
-dependencies = [
- "num-traits",
-]
-
 [[package]]
 name = "arrayvec"
 version = "0.7.6"
@@ -155,15 +140,6 @@ version = "0.22.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "72b3254f16251a8381aa12e40e3c4d2f0199f8c6508fbecb9d91f575e0fbb8c6"
 
-[[package]]
-name = "bincode"
-version = "1.3.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b1f45e9417d87227c7a56d22e471c6206462cba514c7590c09aff4cf6d1ddcad"
-dependencies = [
- "serde",
-]
-
 [[package]]
 name = "bitflags"
 version = "2.9.2"
@@ -182,12 +158,6 @@ version = "1.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d71b6127be86fdcfddb610f7182ac57211d4b18a3e9c82eb2d17662f2227ad6a"
 
-[[package]]
-name = "cast"
-version = "0.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
-
 [[package]]
 name = "cc"
 version = "1.2.33"
@@ -205,12 +175,6 @@ version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9555578bc9e57714c812a1f84e4fc5b4d21fcb063490c624de019f7464c91268"
 
-[[package]]
-name = "cfg_aliases"
-version = "0.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
-
 [[package]]
 name = "chrono"
 version = "0.4.42"
@@ -224,33 +188,6 @@ dependencies = [
  "windows-link 0.2.0",
 ]
 
-[[package]]
-name = "ciborium"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "42e69ffd6f0917f5c029256a24d0161db17cea3997d185db0d35926308770f0e"
-dependencies = [
- "ciborium-io",
- "ciborium-ll",
- "serde",
-]
-
-[[package]]
-name = "ciborium-io"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "05afea1e0a06c9be33d539b876f1ce3692f4afea2cb41f740e7743225ed1c757"
-
-[[package]]
-name = "ciborium-ll"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "57663b653d948a338bfb3eeba9bb2fd5fcfaecb9e199e87e1eda4d9e8b240fd9"
-dependencies = [
- "ciborium-io",
- "half",
-]
-
 [[package]]
 name = "clap"
 version = "4.5.47"
@@ -286,82 +223,12 @@ dependencies = [
  "pyo3",
 ]
 
-[[package]]
-name = "codspeed"
-version = "3.0.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "35584c5fcba8059780748866387fb97c5a203bcfc563fc3d0790af406727a117"
-dependencies = [
- "anyhow",
- "bincode",
- "colored 2.2.0",
- "glob",
- "libc",
- "nix",
- "serde",
- "serde_json",
- "statrs",
- "uuid",
-]
-
-[[package]]
-name = "codspeed-criterion-compat"
-version = "3.0.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78f6c1c6bed5fd84d319e8b0889da051daa361c79b7709c9394dfe1a882bba67"
-dependencies = [
- "codspeed",
- "codspeed-criterion-compat-walltime",
- "colored 2.2.0",
- "futures",
- "tokio",
-]
-
-[[package]]
-name = "codspeed-criterion-compat-walltime"
-version = "3.0.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c989289ce6b1cbde72ed560496cb8fbf5aa14d5ef5666f168e7f87751038352e"
-dependencies = [
- "anes",
- "cast",
- "ciborium",
- "clap",
- "codspeed",
- "criterion-plot",
- "futures",
- "is-terminal",
- "itertools",
- "num-traits",
- "once_cell",
- "oorandom",
- "plotters",
- "rayon",
- "regex",
- "serde",
- "serde_derive",
- "serde_json",
- "tinytemplate",
- "tokio",
- "walkdir",
-]
-
 [[package]]
 name = "colorchoice"
 version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b05b61dc5112cbb17e4b6cd61790d9845d13888356391624cbe7e41efeac1e75"
 
-[[package]]
-name = "colored"
-version = "2.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "117725a109d387c937a1533ce01b450cbde6b88abceea8473c4d7a85853cda3c"
-dependencies = [
- "lazy_static",
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "colored"
 version = "3.0.0"
@@ -403,8 +270,7 @@ dependencies = [
  "anyhow",
  "chrono",
  "clap",
- "codspeed-criterion-compat",
- "colored 3.0.0",
+ "colored",
  "fast-glob",
  "futures",
  "git2",
@@ -446,47 +312,6 @@ dependencies = [
  "tokio",
 ]
 
-[[package]]
-name = "criterion-plot"
-version = "0.5.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b50826342786a51a89e2da3a28f1c32b06e387201bc2d19791f622c673706b1"
-dependencies = [
- "cast",
- "itertools",
-]
-
-[[package]]
-name = "crossbeam-deque"
-version = "0.8.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9dd111b7b7f7d55b72c0a6ae361660ee5853c9af73f70c3c2ef6858b950e2e51"
-dependencies = [
- "crossbeam-epoch",
- "crossbeam-utils",
-]
-
-[[package]]
-name = "crossbeam-epoch"
-version = "0.9.18"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b82ac4a3c2ca9c3460964f020e1402edd5753411d7737aa39c3714ad1b5420e"
-dependencies = [
- "crossbeam-utils",
-]
-
-[[package]]
-name = "crossbeam-utils"
-version = "0.8.21"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
-
-[[package]]
-name = "crunchy"
-version = "0.2.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
-
 [[package]]
 name = "ctor"
 version = "0.5.0"
@@ -529,12 +354,6 @@ version = "0.0.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f678cf4a922c215c63e0de95eb1ff08a958a81d47e485cf9da1e27bf6305cfa5"
 
-[[package]]
-name = "either"
-version = "1.15.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48c757948c5ede0e46177b7add2e67155f70e33c07fea8284df6576da70b3719"
-
 [[package]]
 name = "encoding_rs"
 version = "0.8.35"
@@ -744,12 +563,6 @@ dependencies = [
  "url",
 ]
 
-[[package]]
-name = "glob"
-version = "0.3.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0cc23270f6e1808e30a928bdc84dea0b9b4136a8bc82338574f23baf47bbd280"
-
 [[package]]
 name = "h2"
 version = "0.4.12"
@@ -769,16 +582,6 @@ dependencies = [
  "tracing",
 ]
 
-[[package]]
-name = "half"
-version = "2.6.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "459196ed295495a68f7d7fe1d84f6c4b7ff0e21fe3017b2f283c6fac3ad803c9"
-dependencies = [
- "cfg-if",
- "crunchy",
-]
-
 [[package]]
 name = "hashbrown"
 version = "0.15.5"
@@ -791,12 +594,6 @@ version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
-[[package]]
-name = "hermit-abi"
-version = "0.5.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fc0fef456e4baa96da950455cd02c081ca953b141298e41db3fc7e36b1da849c"
-
 [[package]]
 name = "http"
 version = "1.3.1"
@@ -1098,32 +895,12 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "is-terminal"
-version = "0.4.16"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e04d7f318608d35d4b61ddd75cbdaee86b023ebe2bd5a66ee0915f0bf93095a9"
-dependencies = [
- "hermit-abi",
- "libc",
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "is_terminal_polyfill"
 version = "1.70.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7943c866cc5cd64cbc25b2e01621d07fa8eb2a1a23160ee81ce38704e97b8ecf"
 
-[[package]]
-name = "itertools"
-version = "0.10.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b0fd2260e829bddf4cb6ea802289de2f86d6a7a690192fbe91b3f46e0f2c8473"
-dependencies = [
- "either",
-]
-
 [[package]]
 name = "itoa"
 version = "1.0.15"
@@ -1150,12 +927,6 @@ dependencies = [
  "wasm-bindgen",
 ]
 
-[[package]]
-name = "lazy_static"
-version = "1.5.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
-
 [[package]]
 name = "lenient_semver"
 version = "0.4.2"
@@ -1318,7 +1089,7 @@ checksum = "7760e0e418d9b7e5777c0374009ca4c93861b9066f18cb334a20ce50ab63aa48"
 dependencies = [
  "assert-json-diff",
  "bytes",
- "colored 3.0.0",
+ "colored",
  "futures-util",
  "http",
  "http-body",
@@ -1408,18 +1179,6 @@ dependencies = [
  "tempfile",
 ]
 
-[[package]]
-name = "nix"
-version = "0.29.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "71e2746dc3a24dd78b3cfcb7be93368c6de9963d30f43a6a73998a9cf4b17b46"
-dependencies = [
- "bitflags",
- "cfg-if",
- "cfg_aliases",
- "libc",
-]
-
 [[package]]
 name = "nohash-hasher"
 version = "0.2.0"
@@ -1456,12 +1215,6 @@ version = "1.70.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a4895175b425cb1f87721b59f0f286c2092bd4af812243672510e1ac53e2e0ad"
 
-[[package]]
-name = "oorandom"
-version = "11.1.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d6790f58c7ff633d8771f42965289203411a5e5c68388703c06e14f24770b41e"
-
 [[package]]
 name = "openssl"
 version = "0.10.73"
@@ -1563,34 +1316,6 @@ version = "0.3.32"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7edddbd0b52d732b21ad9a5fab5c704c14cd949e5e9a1ec5929a24fded1b904c"
 
-[[package]]
-name = "plotters"
-version = "0.3.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5aeb6f403d7a4911efb1e33402027fc44f29b5bf6def3effcc22d7bb75f2b747"
-dependencies = [
- "num-traits",
- "plotters-backend",
- "plotters-svg",
- "wasm-bindgen",
- "web-sys",
-]
-
-[[package]]
-name = "plotters-backend"
-version = "0.3.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df42e13c12958a16b3f7f4386b9ab1f3e7933914ecea48da7139435263a4172a"
-
-[[package]]
-name = "plotters-svg"
-version = "0.3.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "51bae2ac328883f7acdfea3d66a7c35751187f870bc81f94563733a154d7a670"
-dependencies = [
- "plotters-backend",
-]
-
 [[package]]
 name = "portable-atomic"
 version = "1.11.1"
@@ -1739,26 +1464,6 @@ dependencies = [
  "getrandom 0.3.3",
 ]
 
-[[package]]
-name = "rayon"
-version = "1.11.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "368f01d005bf8fd9b1206fb6fa653e6c4a81ceb1466406b81792d87c5677a58f"
-dependencies = [
- "either",
- "rayon-core",
-]
-
-[[package]]
-name = "rayon-core"
-version = "1.13.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "22e18b0f0062d30d4230b2e85ff77fdfe4326feb054b9783a3460d8435c8ab91"
-dependencies = [
- "crossbeam-deque",
- "crossbeam-utils",
-]
-
 [[package]]
 name = "redox_syscall"
 version = "0.5.17"
@@ -1921,15 +1626,6 @@ version = "1.0.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "28d3b2b1366ec20994f1fd18c3c594f05c5dd4bc44d8bb0c1c632c8d6829481f"
 
-[[package]]
-name = "same-file"
-version = "1.0.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "93fc1dc3aaa9bfed95e02e6eadabb4baf7e3078b0bd1b4d7b6b0b68378900502"
-dependencies = [
- "winapi-util",
-]
-
 [[package]]
 name = "schannel"
 version = "0.1.27"
@@ -2069,16 +1765,6 @@ version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
 
-[[package]]
-name = "statrs"
-version = "0.18.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2a3fe7c28c6512e766b0874335db33c94ad7b8f9054228ae1c2abd47ce7d335e"
-dependencies = [
- "approx",
- "num-traits",
-]
-
 [[package]]
 name = "strsim"
 version = "0.11.1"
@@ -2172,16 +1858,6 @@ dependencies = [
  "zerovec",
 ]
 
-[[package]]
-name = "tinytemplate"
-version = "1.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "be4d6b5f19ff7664e8c98d03e2139cb510db9b0a60b55f8e8709b689d939b6bc"
-dependencies = [
- "serde",
- "serde_json",
-]
-
 [[package]]
 name = "tokio"
 version = "1.47.1"
@@ -2373,33 +2049,12 @@ version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
 
-[[package]]
-name = "uuid"
-version = "1.18.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f33196643e165781c20a5ead5582283a7dacbb87855d867fbc2df3f81eddc1be"
-dependencies = [
- "getrandom 0.3.3",
- "js-sys",
- "wasm-bindgen",
-]
-
 [[package]]
 name = "vcpkg"
 version = "0.2.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "accd4ea62f7bb7a82fe23066fb0957d48ef677f6eeb8215f372f52e48bb32426"
 
-[[package]]
-name = "walkdir"
-version = "2.5.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "29790946404f91d9c5d06f9874efddea1dc06c5efe94541a7d6863108e3a5e4b"
-dependencies = [
- "same-file",
- "winapi-util",
-]
-
 [[package]]
 name = "want"
 version = "0.3.1"
@@ -2516,15 +2171,6 @@ dependencies = [
  "winsafe",
 ]
 
-[[package]]
-name = "winapi-util"
-version = "0.1.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cf221c93e13a30d793f7645a0e7762c55d169dbb0a49671918a2319d289b10bb"
-dependencies = [
- "windows-sys 0.59.0",
-]
-
 [[package]]
 name = "windows-core"
 version = "0.61.2"
diff --git a/benchmark/.gitignore b/benchmark/.gitignore
new file mode 100644
index 00000000..f0612e27
--- /dev/null
+++ b/benchmark/.gitignore
@@ -0,0 +1,3 @@
+libgit2/
+benchmark.json
+benchmark.md
diff --git a/benchmark/README.md b/benchmark/README.md
new file mode 100644
index 00000000..a9ae2b99
--- /dev/null
+++ b/benchmark/README.md
@@ -0,0 +1,14 @@
+# Benchmark
+
+This folder is the space where benchmarks are preformed.
+Our primary concern is elapsed time.
+Thus, we only measure the time it takes for various forms of
+cpp-linter to execute the same set of operations.
+
+## Measurement
+
+We use libgit2 (with a generated compilation database) and cpp-linter defaults.
+Elapsed time is measured with [hyperfine].
+See [benchmark.nu](./benchmark.nu) for more details.
+
+[hyperfine]: https://github.com/sharkdp/hyperfine
diff --git a/benchmark/benchmark.nu b/benchmark/benchmark.nu
new file mode 100644
index 00000000..536335e1
--- /dev/null
+++ b/benchmark/benchmark.nu
@@ -0,0 +1,185 @@
+# Run benchmarks for cpp-linter.
+#
+# This script assumes it is being run from the directory in which it resides (benchmark/).
+# It also assumes that the cpp-linter repository is located in the parent directory (../).
+# The libgit2 repository will be cloned into the benchmark/ directory if it does not exist.
+# The benchmark results will be saved to benchmark/benchmark.json.
+#
+# To use this script locally, run:
+#   nu benchmark/benchmark.nu
+# To use this script in CI, see .github/workflows/benchmark.yml.
+
+use "../nurfile" run-cmd
+
+# Build release version of cpp-linter (rust) binary
+#
+# Returns the path to the built binary.
+export def build-release [] {
+    run-cmd cargo build --release --bin cpp-linter
+    let install_path = glob "../target/release/cpp-linter*"
+    print $install_path
+    (
+        $install_path
+        | where {
+            let ext = ($in | path parse) | get extension
+            ($ext | is-empty) or ($ext == "exe")
+        }
+        | first
+        | str replace --all "\\" "/"
+    )
+}
+
+# Find the cpp-linter binary installed in the virtual environment
+#
+# Assumes the venv is located in current directory.
+#
+# Returns the path to the binary.
+def find-bin-from-venv [] {
+    let list_env_bin = glob ".venv/*/cpp-linter*"
+    print $list_env_bin
+    let install_path = (
+        $list_env_bin
+        | where {($in | path basename) | str starts-with "cpp-linter"}
+        | first
+        | str replace --all "\\" "/"
+    )
+    $install_path
+}
+
+# Install the new version (v2.x) of cpp-linter with python bindings in a virtual environment
+#
+# Returns the path to the installed binary.
+export def install-py-binding [
+    wheel_path?: string, # The path to a pre-built wheel. If not provided, the wheel will be built from source.
+] {
+    print "Installing new cpp-linter version (2.x) via python binding..."
+    cd ..
+    let path_to_dist = if ($wheel_path | is-not-empty) {
+        $wheel_path
+    } else {
+        "./"
+    }
+    run-cmd uv pip install $path_to_dist
+    let install_path = find-bin-from-venv
+    cd benchmark
+    $install_path
+}
+
+# Install the old version (v1.x) of cpp-linter in a virtual environment
+#
+# Returns the path to the installed binary.
+export def install-old [] {
+    print "Installing old cpp-linter version (1.x)..."
+    run-cmd uv venv --clear
+    run-cmd uv pip install -r requirements-old.txt
+    let install_path = find-bin-from-venv
+    $install_path
+}
+
+# Clone the libgit2 repository and check out the specified `tag`.
+#
+# If the libgit2 repository already exists, it will not be cloned again.
+#
+# If the libgit2/build directory does not exist, it will be created via CMake.
+export def checkout-libgit2 [
+    tag: string = "v1.8.1", # The libgit2 tag to checkout
+] {
+    if not ("libgit2" | path exists) {
+        run-cmd git clone https://github.com/libgit2/libgit2
+        cd libgit2
+        run-cmd git checkout $tag
+        cd ..
+    }
+    if not ("libgit2/build" | path exists) {
+        run-cmd cmake ...[
+            -B libgit2/build
+            -S libgit2
+            -D CMAKE_EXPORT_COMPILE_COMMANDS=ON
+            -D BUILD_TESTS=OFF
+            -D BUILD_CLI=OFF
+        ]
+    }
+}
+
+# Run benchmarks using hyperfine.
+#
+# Assumes this is executed in the same directory as this script (benchmark/).
+#
+# Saves results to benchmark.json
+export def run-hyperfine [
+    old_path: string, # path to old version of cpp-linter (v1.x)
+    new_path: string, # path to new version of cpp-linter (v2.x)
+    rust_bin: string, # path to rust binary of cpp-linter (v2.x)
+    prev_rust_bin?: string, # path to previous commit's release build of rust binary (v2.x)
+] {
+    mut hyperfine_args = [
+        --shell none
+        --output pipe
+        --export-json ../benchmark.json
+        --export-markdown ../benchmark.md
+        --warmup 1
+        --style color
+    ]
+    let common_args = "-l 0 -a 0 -i=|!src/libgit2 -p build"
+    if ($old_path | is-not-empty) {
+        $hyperfine_args = $hyperfine_args | append [--command-name python-pure $"($old_path) ($common_args) -j 0"]
+    }
+    if ($new_path | is-not-empty) {
+        $hyperfine_args = $hyperfine_args | append [--command-name python-rust $"($new_path) ($common_args)"]
+    }
+    if ($rust_bin | is-not-empty) {
+        $hyperfine_args = $hyperfine_args | append [--command-name rust $"($rust_bin) ($common_args)"]
+    }
+    if ($prev_rust_bin | is-not-empty) {
+        $hyperfine_args = $hyperfine_args | append [--command-name rust-previous $"($prev_rust_bin) ($common_args)"]
+    }
+    cd libgit2
+    run-cmd hyperfine ...$hyperfine_args
+    cd ..
+}
+
+export def summarize [] {
+    let data = open benchmark.json
+    let results = $data | get results | reject "times" "exit_codes"
+    let summary = open benchmark.md
+    let summary_file = if ($env | get --optional GITHUB_STEP_SUMMARY | is-not-empty) {
+        $"\n# Results\n\n($summary)" | save --append $env.GITHUB_STEP_SUMMARY
+    } else {
+        $"# Results\n\n($summary)" | save --force benchmark.md
+    }
+    print $results
+}
+
+
+# Run benchmark.
+#
+# Assumes this is executed in the same directory as this script (benchmark/).
+#
+# 1. Builds the Rust binary of cpp-linter.
+# 2. Installs the old version (v1.x) of cpp-linter in a virtual environment.
+# 3. Installs the new version (v2.x) of cpp-linter in a virtual environment.
+# 4. Clones the libgit2 repository if it does not exist.
+# 5. Runs benchmarks using hyperfine and saves the results to benchmark.json.
+export def main [
+    --new-py: string, # path to wheel of new version of cpp-linter (v2.x)
+    --rust-bin: string, # path to rust binary of cpp-linter (v2.x)
+    --prev-rust-bin: string, # path to previous commit's release build of rust binary (v2.x)
+] {
+    let is_on_win = sys host | get name | str starts-with "Windows"
+    let rust_bin = if ($rust_bin | is-not-empty) {
+        if not $is_on_win {
+            run-cmd chmod +x $rust_bin
+        }
+        $rust_bin
+    } else {
+        build-release
+    }
+    if not $is_on_win and ($prev_rust_bin | is-not-empty) {
+        run-cmd chmod +x $prev_rust_bin
+    }
+    let old_path = install-old
+    let new_path = install-py-binding $new_py
+    checkout-libgit2
+    run-hyperfine $old_path $new_path $rust_bin $prev_rust_bin
+    summarize
+}
diff --git a/benchmark/requirements-old.txt b/benchmark/requirements-old.txt
new file mode 100644
index 00000000..03228a72
--- /dev/null
+++ b/benchmark/requirements-old.txt
@@ -0,0 +1,2 @@
+cpp-linter < 2.0
+rich
diff --git a/cpp-linter/Cargo.toml b/cpp-linter/Cargo.toml
index 9e11f00f..ba14853b 100644
--- a/cpp-linter/Cargo.toml
+++ b/cpp-linter/Cargo.toml
@@ -25,19 +25,18 @@ lenient_semver = "0.4.2"
 log = { version = "0.4.28", features = ["std"] }
 openssl = { version = "0.10", features = ["vendored"], optional = true }
 openssl-probe = { version = "0.1", optional = true }
-quick-xml = {version = "0.38.3", features = ["serialize"]}
+quick-xml = { version = "0.38.3", features = ["serialize"] }
 regex = "1.11.2"
 reqwest = "0.12.23"
 semver = "1.0.27"
 serde = { version = "1.0.224", features = ["derive"] }
 serde_json = "1.0.145"
-tokio = { version = "1.47.1", features = ["macros", "rt-multi-thread"]}
+tokio = { version = "1.47.1", features = ["macros", "rt-multi-thread"] }
 tokio-macros = "2.5.0"
 tokio-stream = "0.1.17"
 which = "8.0.0"
 
 [dev-dependencies]
-criterion = { version = "3.0.5", package = "codspeed-criterion-compat", features=["async_tokio"] }
 mockito = "1.7.0"
 tempfile = "3.22.0"
 
@@ -52,7 +51,3 @@ name = "cpp-linter"
 path = "src/main.rs"
 test = false
 bench = false
-
-[[bench]]
-name = "run"
-harness = false
diff --git a/cpp-linter/benches/run.rs b/cpp-linter/benches/run.rs
deleted file mode 100644
index f202b55f..00000000
--- a/cpp-linter/benches/run.rs
+++ /dev/null
@@ -1,31 +0,0 @@
-use cpp_linter::run::run_main;
-use criterion::Criterion;
-use criterion::{criterion_group, criterion_main};
-
-// This is a struct that tells Criterion.rs to use the tokio crate's multi-thread executor
-use tokio::runtime::Runtime;
-async fn run() -> Result<(), anyhow::Error> {
-    let args = vec![
-        "cpp-linter".to_string(),
-        "--lines-changed-only".to_string(),
-        "false".to_string(),
-        "--database".to_string(),
-        "benches/libgit2/build".to_string(),
-        "--ignore".to_string(),
-        "|!benches/libgit2/src/libgit2".to_string(),
-        "--extensions".to_string(),
-        "c".to_string(),
-    ];
-    run_main(args).await
-}
-
-fn bench1(c: &mut Criterion) {
-    c.bench_function("scan libgit2", |b| {
-        // Insert a call to `to_async` to convert the bencher to async mode.
-        // The timing loops are the same as with the normal bencher.
-        b.to_async(Runtime::new().unwrap()).iter(run);
-    });
-}
-
-criterion_group!(benches, bench1);
-criterion_main!(benches);
diff --git a/cspell.config.yml b/cspell.config.yml
index bc97ce8d..d132c39b 100644
--- a/cspell.config.yml
+++ b/cspell.config.yml
@@ -39,6 +39,7 @@ words:
   - gitmodules
   - gnueabi
   - gnueabihf
+  - hustcer
   - inlinehilite
   - iomanip
   - isnan
@@ -62,6 +63,8 @@ words:
   - nonminimal
   - nonoctal
   - npmjs
+  - nurfile
+  - nushell
   - ocumentation
   - ohos
   - openharmony
@@ -76,6 +79,7 @@ words:
   - positionals
   - posix
   - preprocess
+  - pwsh
   - pybind
   - pyfunction
   - pymdownx
@@ -103,6 +107,7 @@ words:
   - tasklist
   - tempdir
   - tempfile
+  - timeit
   - topo
   - twemoji
   - upport
@@ -112,6 +117,7 @@ words:
   - Werror
   - Xianpeng
   - zigbuild
+  - zizmor
 ignorePaths:
   - .env/**
   - .venv/**
@@ -124,3 +130,4 @@ ignorePaths:
   - cpp-linter/tests/**/.clang-tidy
   - .vscode/extensions.json
   - .yarn/releases/*
+  - "*.lock"
diff --git a/noxfile.py b/noxfile.py
deleted file mode 100644
index 0b2ed75e..00000000
--- a/noxfile.py
+++ /dev/null
@@ -1,175 +0,0 @@
-import logging
-import sys
-import nox
-
-ci_logger = logging.getLogger("CI logger")
-ci_handler = logging.StreamHandler(stream=sys.stdout)
-ci_handler.formatter = logging.Formatter("%(msg)s")
-ci_logger.handlers.append(ci_handler)
-ci_logger.propagate = False
-
-nox.options.default_venv_backend = "uv"
-
-
-def uv_sync(session: nox.Session, *args: str):
-    session.run_install(
-        "uv",
-        "sync",
-        "--active",
-        *args,
-    )
-
-
-@nox.session(name="docs-rs", python=False)
-def docs_rs(session: nox.Session):
-    """Build rust API docs"""
-    session.run(
-        "cargo",
-        "doc",
-        "--no-deps",
-        "--lib",
-        "--manifest-path",
-        "cpp-linter/Cargo.toml",
-        *session.posargs,
-        external=True,
-    )
-
-
-def run_mkdocs(session: nox.Session, cmd: str, *args: str):
-    """Run mkdocs command"""
-    uv_sync(session, "--package", "cli-gen", "--all-groups")
-    session.run(
-        "uv",
-        "run",
-        "--package",
-        "cli-gen",
-        "--active",
-        "mkdocs",
-        cmd,
-        "--config-file",
-        "docs/mkdocs.yml",
-        *args,
-        env={"CARGO_TERM_COLOR": "never"},
-    )
-
-
-@nox.session(name="docs-build")
-def docs_build(session: nox.Session):
-    """Build docs with mkdocs"""
-    run_mkdocs(session, "build", *session.posargs)
-
-
-@nox.session(name="docs")
-def docs_serve(session: nox.Session):
-    """Build docs with mkdocs and serve them.
-
-    To the built docs in your browser::
-        uv run nox -s docs -- --open
-    """
-    run_mkdocs(session, "serve", *session.posargs)
-
-
-@nox.session(reuse_venv=True)
-def test(session: nox.Session):
-    """Run unit tests
-
-    To select a profile defined in .config/nextest.toml::
-        uv run nox -s test -- --profile ci
-
-    Otherwise, the default profile is used.
-    """
-    uv_sync(session, "--group", "test")
-    session.run(
-        "cargo",
-        "llvm-cov",
-        "--no-report",
-        "nextest",
-        "--manifest-path",
-        "cpp-linter/Cargo.toml",
-        "--lib",
-        "--tests",
-        "--color",
-        "always",
-        *session.posargs,
-        external=True,
-    )
-
-
-@nox.session(name="test-clean", python=False)
-def test_clean(session: nox.Session):
-    """Purge artifacts from previous test runs.
-
-    This is useful if coverage data needs to be
-    completely refreshed.
-    """
-    session.run("cargo", "llvm-cov", "clean", external=True)
-
-
-@nox.session(name="llvm-cov", python=False)
-def llvm_cov(session: nox.Session):
-    """Generate detailed coverage report
-
-    To open the built report in your browser::
-        uv run nox -s llvm-cov -- --open
-    """
-    session.run(
-        "cargo",
-        "llvm-cov",
-        "report",
-        "--html",
-        "--ignore-filename-regex",
-        "main",
-        *session.posargs,
-        external=True,
-    )
-
-
-@nox.session(name="pretty-cov", python=False)
-def pretty_cov(session: nox.Session):
-    """Generate pretty coverage report
-
-    To open the built report in your browser::
-        uv run nox -s pretty-cov -- --open
-    """
-    session.run(
-        "cargo",
-        "llvm-cov",
-        "report",
-        "--json",
-        "--output-path",
-        "coverage.json",
-        "--ignore-filename-regex",
-        "main",
-        external=True,
-    )
-    session.run("llvm-cov-pretty", "coverage.json", external=True, *session.posargs)
-
-
-@nox.session(python=False)
-def lcov(session: nox.Session):
-    """Generate lcov.info
-
-    Useful for codecov uploads and VSCode extensions
-    like "Coverage Gutters".
-    """
-    session.run(
-        "cargo",
-        "llvm-cov",
-        "report",
-        "--lcov",
-        "--output-path",
-        "lcov.info",
-        "--ignore-filename-regex",
-        "main",
-        *session.posargs,
-        external=True,
-    )
-
-
-@nox.session(python=False)
-def lint(session: nox.Session):
-    """Run clippy and rustfmt"""
-    session.run(
-        "cargo", "clippy", "--allow-staged", "--allow-dirty", "--fix", external=True
-    )
-    session.run("cargo", "fmt", external=True)
diff --git a/nurfile b/nurfile
new file mode 100644
index 00000000..45a88882
--- /dev/null
+++ b/nurfile
@@ -0,0 +1,185 @@
+
+# A helper function to display the command being executed.
+#
+# This also prints the elapsed time the command took to execute.
+export def --wrapped run-cmd [...cmd: string] {
+    let app = if (
+        ($cmd | first) == "cargo"
+        or ($cmd | first) == "yarn"
+    ) {
+        ($cmd | first 2) | str join ' '
+    } else if (($cmd | first) == "uv") {
+        mut sub_cmd = $cmd.1
+        if ($sub_cmd == "run") {
+            mut index = 2
+            mut skip_val = false
+            for arg in ($cmd | skip 2) {
+                if ($arg | str starts-with "-") {
+                    $skip_val = true
+                } else if $skip_val {
+                    $skip_val = false
+                } else {
+                    break
+                }
+                $index = $index + 1
+            }
+            if (($cmd | get $index) == "cargo") {
+                $sub_cmd = $cmd | skip $index | first 2 | str join ' '
+            }
+            $sub_cmd
+        } else {
+            ($cmd | first 2) | str join ' '
+        }
+    } else {
+        ($cmd | first)
+    }
+    print $"(ansi blue)\nRunning(ansi reset) ($cmd | str join ' ')"
+    let elapsed = timeit {|| ^($cmd | first) ...($cmd | skip 1)}
+    print $"(ansi magenta)($app) took ($elapsed)(ansi reset)"
+}
+
+
+# Build rust API docs
+def "nur docs rs" [
+    --open (-o), # open the built docs in the default browser
+] {
+    mut cmd = [
+        "cargo",
+        "doc",
+        "--no-deps",
+        "--lib",
+        "--manifest-path",
+        "cpp-linter/Cargo.toml",
+    ]
+    if $open {
+        $cmd = $cmd | append "--open"
+    }
+    run-cmd ...$cmd
+}
+
+
+# Build mkdocs output.
+#
+# This uses `uv` to drive `mkdocs`.
+# This also ensures the cli-gen binding is built because
+# the CLI is part of the documentation.
+export def "nur docs" [
+    --build (-b), # Build the docs without serving them.
+    --dirty (-d), # Skip re-building bindings and use the previously built version.
+    --open (-o), # Open the built docs in your browser.
+] {
+    mut sync_args = [--package cli-gen --all-groups]
+    let has_cli_gen_installed = (^uv pip show cli-gen) | complete | ($in.exit_code == 0)
+    if not $dirty or not $has_cli_gen_installed {
+        $sync_args = $sync_args | append [--reinstall-package cli-gen]
+    }
+    run-cmd uv sync ...$sync_args
+    let mkdocs_cmd = if $build { "build" } else { "serve" }
+    mut cmd = [
+        uv run mkdocs $mkdocs_cmd --config-file docs/mkdocs.yml
+    ]
+    if $open and not $build {
+        $cmd = $cmd | append '--open'
+    }
+    run-cmd  ...$cmd
+    if $open and $build {
+        start docs/site/index.html
+    }
+}
+
+
+# Run unit tests
+#
+# To select a profile defined in .config/nextest.toml:
+#     nur test --profile ci
+#
+# Otherwise, the default profile is used.
+export def "nur test" [
+    --profile (-p): string  = "default", # The nextest profile to use.
+    --clean (-c), # Clean before testing
+] {
+    # run-cmd uv sync --group test
+    if $clean {
+        run-cmd cargo llvm-cov clean
+    }
+    let cmd = [
+        cargo,
+        llvm-cov,
+        --no-report,
+        nextest,
+        --manifest-path,
+        cpp-linter/Cargo.toml,
+        --lib,
+        --tests,
+        --color,
+        always,
+        --profile,
+        $profile,
+    ]
+    run-cmd uv run --group test ...$cmd
+}
+
+# Generate HTML coverage report
+export def "nur test llvm-cov" [
+    --open (-o), # Open the built report in your browser.
+] {
+    mut cmd = [
+        cargo
+        llvm-cov
+        report
+        --html
+        --ignore-filename-regex
+        main
+    ]
+    if $open {
+        $cmd = $cmd | append "--open"
+    }
+    run-cmd ...$cmd
+}
+
+# Generate lcov.info
+#
+# Useful for codecov uploads and VSCode extensions
+# like "Coverage Gutters".
+export def "nur test lcov" [] {
+    run-cmd ...[
+        cargo
+        llvm-cov
+        report
+        --lcov
+        --output-path
+        lcov.info
+        --ignore-filename-regex
+        main
+    ]
+}
+
+
+# Run clippy and rustfmt
+export def "nur lint" [
+    --check (-c), # Only check, do not fix
+] {
+    mut clippy = [cargo clippy]
+    if $check {
+        $clippy = $clippy | append [-- -D warnings]
+    } else {
+        $clippy = $clippy | append [--fix --allow-dirty --allow-staged]
+    }
+    run-cmd ...$clippy
+    mut fmt = [cargo fmt]
+    if $check {
+        $fmt = $fmt | append "--check"
+    }
+    run-cmd ...$fmt
+}
+
+export def "nur pre-commit" [
+    --all (-a), # Run pre-commit hooks on all files, not just staged files.
+    --upgrade (-U), # Upgrade pre-commit hooks to the latest version.
+] {
+    if $upgrade {
+        run-cmd uv run pre-commit autoupdate
+    }
+    let args = if $all { ["--all-files"] } else { [] }
+    run-cmd uv run pre-commit run ...$args
+}
diff --git a/pyproject.toml b/pyproject.toml
index 0fe7cfc5..f3a8678d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -55,7 +55,6 @@ manifest-path = "bindings/python/Cargo.toml"
 dev = [
     "maturin==1.9.1",
     "mypy==1.17.0",
-    "nox==2025.5.1",
     "patchelf==0.17.2.2 ; sys_platform == 'linux'",
     "pre-commit>=4.2.0",
     "ruff==0.12.4",
diff --git a/uv.lock b/uv.lock
index 0dc33916..30f33481 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = ">=3.9"
 resolution-markers = [
     "python_full_version >= '3.10'",
@@ -12,24 +12,6 @@ members = [
     "cpp-linter",
 ]
 
-[[package]]
-name = "argcomplete"
-version = "3.6.2"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/16/0f/861e168fc813c56a78b35f3c30d91c6757d1fd185af1110f1aec784b35d0/argcomplete-3.6.2.tar.gz", hash = "sha256:d0519b1bc867f5f4f4713c41ad0aba73a4a5f007449716b16f385f2166dc6adf", size = 73403, upload-time = "2025-04-03T04:57:03.52Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/31/da/e42d7a9d8dd33fa775f467e4028a47936da2f01e4b0e561f9ba0d74cb0ca/argcomplete-3.6.2-py3-none-any.whl", hash = "sha256:65b3133a29ad53fb42c48cf5114752c7ab66c1c38544fdf6460f450c09b42591", size = 43708, upload-time = "2025-04-03T04:57:01.591Z" },
-]
-
-[[package]]
-name = "attrs"
-version = "25.3.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/5a/b0/1367933a8532ee6ff8d63537de4f1177af4bff9f3e829baf7331f595bb24/attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b", size = 812032, upload-time = "2025-03-13T11:10:22.779Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/77/06/bb80f5f86020c4551da315d78b3ab75e8228f89f0162f2c3a819e407941a/attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3", size = 63815, upload-time = "2025-03-13T11:10:21.14Z" },
-]
-
 [[package]]
 name = "babel"
 version = "2.17.0"
@@ -64,11 +46,11 @@ wheels = [
 
 [[package]]
 name = "certifi"
-version = "2025.7.14"
+version = "2025.10.5"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/b3/76/52c535bcebe74590f296d6c77c86dabf761c41980e1347a2422e4aa2ae41/certifi-2025.7.14.tar.gz", hash = "sha256:8ea99dbdfaaf2ba2f9bac77b9249ef62ec5218e7c2b2e903378ed5fccf765995", size = 163981, upload-time = "2025-07-14T03:29:28.449Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/4c/5b/b6ce21586237c77ce67d01dc5507039d444b630dd76611bbca2d8e5dcd91/certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43", size = 164519, upload-time = "2025-10-05T04:12:15.808Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/4f/52/34c6cf5bb9285074dc3531c437b3919e825d976fde097a7a73f79e726d03/certifi-2025.7.14-py3-none-any.whl", hash = "sha256:6b31f564a415d79ee77df69d757bb49a5bb53bd9f756cbbe24394ffd6fc1f4b2", size = 162722, upload-time = "2025-07-14T03:29:26.863Z" },
+    { url = "https://files.pythonhosted.org/packages/e4/37/af0d2ef3967ac0d6113837b44a4f0bfe1328c2b9763bd5b1744520e5cfed/certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de", size = 163286, upload-time = "2025-10-05T04:12:14.03Z" },
 ]
 
 [[package]]
@@ -82,76 +64,77 @@ wheels = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.2"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e4/33/89c2ced2b67d1c2a61c19c6751aa8902d46ce3dacb23600a283619f5a12d/charset_normalizer-3.4.2.tar.gz", hash = "sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63", size = 126367, upload-time = "2025-05-02T08:34:42.01Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/95/28/9901804da60055b406e1a1c5ba7aac1276fb77f1dde635aabfc7fd84b8ab/charset_normalizer-3.4.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7c48ed483eb946e6c04ccbe02c6b4d1d48e51944b6db70f697e089c193404941", size = 201818, upload-time = "2025-05-02T08:31:46.725Z" },
-    { url = "https://files.pythonhosted.org/packages/d9/9b/892a8c8af9110935e5adcbb06d9c6fe741b6bb02608c6513983048ba1a18/charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2d318c11350e10662026ad0eb71bb51c7812fc8590825304ae0bdd4ac283acd", size = 144649, upload-time = "2025-05-02T08:31:48.889Z" },
-    { url = "https://files.pythonhosted.org/packages/7b/a5/4179abd063ff6414223575e008593861d62abfc22455b5d1a44995b7c101/charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9cbfacf36cb0ec2897ce0ebc5d08ca44213af24265bd56eca54bee7923c48fd6", size = 155045, upload-time = "2025-05-02T08:31:50.757Z" },
-    { url = "https://files.pythonhosted.org/packages/3b/95/bc08c7dfeddd26b4be8c8287b9bb055716f31077c8b0ea1cd09553794665/charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:18dd2e350387c87dabe711b86f83c9c78af772c748904d372ade190b5c7c9d4d", size = 147356, upload-time = "2025-05-02T08:31:52.634Z" },
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-sdist = { url = "https://files.pythonhosted.org/packages/a9/96/0834f30fa08dca3738614e6a9d42752b6420ee94e58971d702118f7cfd30/virtualenv-20.32.0.tar.gz", hash = "sha256:886bf75cadfdc964674e6e33eb74d787dff31ca314ceace03ca5810620f4ecf0", size = 6076970, upload-time = "2025-07-21T04:09:50.985Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a4/d5/b0ccd381d55c8f45d46f77df6ae59fbc23d19e901e2d523395598e5f4c93/virtualenv-20.35.3.tar.gz", hash = "sha256:4f1a845d131133bdff10590489610c98c168ff99dc75d6c96853801f7f67af44", size = 6002907, upload-time = "2025-10-10T21:23:33.178Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/27/73/d9a94da0e9d470a543c1b9d3ccbceb0f59455983088e727b8a1824ed90fb/virtualenv-20.35.3-py3-none-any.whl", hash = "sha256:63d106565078d8c8d0b206d48080f938a8b25361e19432d2c9db40d2899c810a", size = 5981061, upload-time = "2025-10-10T21:23:30.433Z" },
 ]
 
 [[package]]

From b5fe9d17138dc2ddc9ed019a7128f3135d7c318e Mon Sep 17 00:00:00 2001
From: Brendan <2bndy5@gmail.com>
Date: Tue, 14 Oct 2025 00:04:32 -0700
Subject: [PATCH 2/8] fix CI changes

---
 .config/.readthedocs.yaml               | 7 ++++++-
 .github/workflows/binary-builds.yml     | 3 ++-
 .github/workflows/node-js-packaging.yml | 2 +-
 3 files changed, 9 insertions(+), 3 deletions(-)

diff --git a/.config/.readthedocs.yaml b/.config/.readthedocs.yaml
index 42f05509..19b3aa9c 100644
--- a/.config/.readthedocs.yaml
+++ b/.config/.readthedocs.yaml
@@ -17,7 +17,12 @@ build:
         curl -LsSf https://astral.sh/uv/install.sh | sh
     build:
       html:
-        - ${HOME}/.local/bin/uvx nox -s docs-build
+        - >-
+          ${HOME}/.local/bin/uv sync
+          --package cli-gen
+          --all-groups
+          --reinstall-package cli-gen
+        - ${HOME}/.local/bin/uv run mkdocs build --config-file docs/mkdocs.yml
     post_build:
       - mkdir -p $READTHEDOCS_OUTPUT/html/
       - mv docs/site/* $READTHEDOCS_OUTPUT/html
diff --git a/.github/workflows/binary-builds.yml b/.github/workflows/binary-builds.yml
index 0bf9b2a9..85c2d1bd 100644
--- a/.github/workflows/binary-builds.yml
+++ b/.github/workflows/binary-builds.yml
@@ -102,11 +102,12 @@ jobs:
           persist-credentials: false
 
       - name: Setup Rust
+        shell: bash
         env:
           RS_TARGET: ${{ matrix.target }}
         run: |-
           rustup update stable --no-self-update
-          rustup target add $RS_TARGET
+          rustup target add ${RS_TARGET}
 
       - name: Install cargo-binstall
         if: matrix.cross
diff --git a/.github/workflows/node-js-packaging.yml b/.github/workflows/node-js-packaging.yml
index 572d7389..5d4ffd27 100644
--- a/.github/workflows/node-js-packaging.yml
+++ b/.github/workflows/node-js-packaging.yml
@@ -293,7 +293,7 @@ jobs:
         with:
           image: ${{ steps.docker.outputs.IMAGE }}
           options: >- # zizmor: ignore[template-injection]
-            v ${{ github.workspace }}:${{ github.workspace }}
+            -v ${{ github.workspace }}:${{ github.workspace }}
             -w ${{ github.workspace }}
             --platform ${{ steps.docker.outputs.PLATFORM }}
           run: yarn test

From 806197ff238183bf26ffd1bfee2e060baac1ed97 Mon Sep 17 00:00:00 2001
From: Brendan <2bndy5@gmail.com>
Date: Tue, 14 Oct 2025 00:17:27 -0700
Subject: [PATCH 3/8] more CI fixes

---
 .github/workflows/benchmark.yml        | 4 ++--
 .github/workflows/pre-commit-hooks.yml | 2 ++
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
index 68d7eae7..f82a23c6 100644
--- a/.github/workflows/benchmark.yml
+++ b/.github/workflows/benchmark.yml
@@ -1,4 +1,4 @@
-name: Performance Regression
+name: Benchmark
 
 on:
   push:
@@ -79,7 +79,7 @@ jobs:
         uses: PyO3/maturin-action@86b9d133d34bc1b40018696f782949dac11bd380 # v1.49.4
         with:
           target: x86_64
-          args: --release --out dist --find-interpreter --features openssl-vendored
+          args: --release --out dist --find-interpreter
           manylinux: auto
           before-script-linux: |
             # NOTE: rust-cross/manylinux docker images are CentOS based
diff --git a/.github/workflows/pre-commit-hooks.yml b/.github/workflows/pre-commit-hooks.yml
index 20b08128..47053f92 100644
--- a/.github/workflows/pre-commit-hooks.yml
+++ b/.github/workflows/pre-commit-hooks.yml
@@ -10,6 +10,8 @@ permissions: {}
 
 jobs:
   pre-commit:
+    permissions:
+      contents: read
     uses: cpp-linter/.github/.github/workflows/pre-commit.yml@main
 
   cargo-tools:

From 53cb8f05b4feb9937b54816dbb17984e57b0420f Mon Sep 17 00:00:00 2001
From: Brendan <2bndy5@gmail.com>
Date: Tue, 14 Oct 2025 00:27:02 -0700
Subject: [PATCH 4/8] install uv for benchmark CI

---
 .github/workflows/benchmark.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
index f82a23c6..d7939961 100644
--- a/.github/workflows/benchmark.yml
+++ b/.github/workflows/benchmark.yml
@@ -120,6 +120,8 @@ jobs:
         run: cargo binstall -y hyperfine
       - name: Install nushell
         uses: hustcer/setup-nu@985d59ec83ae3e3418f9d36471cda38b9d8b9879 # v3.20
+      - name: Install uv
+        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
 
       - name: Run benchmark script
         working-directory: benchmark

From 0c61ca8a17255b2bdb3774809b499c87820eabf1 Mon Sep 17 00:00:00 2001
From: Brendan <2bndy5@gmail.com>
Date: Tue, 14 Oct 2025 00:36:40 -0700
Subject: [PATCH 5/8] cancel-in-progress CI runs

on feature branches when new CI run is triggered
---
 .github/workflows/benchmark.yml         | 4 ++++
 .github/workflows/binary-builds.yml     | 5 ++++-
 .github/workflows/build-docs.yml        | 4 ++++
 .github/workflows/node-js-packaging.yml | 4 ++++
 .github/workflows/python-packaging.yml  | 8 ++++++--
 .github/workflows/run-dev-tests.yml     | 4 ++++
 6 files changed, 26 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
index d7939961..e4d728fa 100644
--- a/.github/workflows/benchmark.yml
+++ b/.github/workflows/benchmark.yml
@@ -20,6 +20,10 @@ on:
 
 permissions: {}
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
+
 jobs:
   build-bin:
     name: Build ${{ matrix.name }} binary
diff --git a/.github/workflows/binary-builds.yml b/.github/workflows/binary-builds.yml
index 85c2d1bd..fce66b78 100644
--- a/.github/workflows/binary-builds.yml
+++ b/.github/workflows/binary-builds.yml
@@ -24,8 +24,11 @@ env:
 
 permissions: {}
 
-jobs:
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
 
+jobs:
   create-assets:
     name: ${{ matrix.target }}
     strategy:
diff --git a/.github/workflows/build-docs.yml b/.github/workflows/build-docs.yml
index 5686bc5a..24e96324 100644
--- a/.github/workflows/build-docs.yml
+++ b/.github/workflows/build-docs.yml
@@ -25,6 +25,10 @@ env:
 
 permissions: {}
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
+
 jobs:
   cache-deps:
     runs-on: ubuntu-latest
diff --git a/.github/workflows/node-js-packaging.yml b/.github/workflows/node-js-packaging.yml
index 5d4ffd27..60b3d275 100644
--- a/.github/workflows/node-js-packaging.yml
+++ b/.github/workflows/node-js-packaging.yml
@@ -33,6 +33,10 @@ env:
 
 permissions: {}
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
+
 jobs:
   build:
     strategy:
diff --git a/.github/workflows/python-packaging.yml b/.github/workflows/python-packaging.yml
index 395cad9d..90e1f730 100644
--- a/.github/workflows/python-packaging.yml
+++ b/.github/workflows/python-packaging.yml
@@ -32,12 +32,16 @@ on:
       - .github/workflows/python-packaging.yml
       - pyproject.toml
 
-permissions: {}
-
 env:
   CARGO_TERM_COLOR: always
   RUST_BACKTRACE: 1
 
+permissions: {}
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
+
 jobs:
   linux:
     runs-on: ${{ matrix.platform.runner }}
diff --git a/.github/workflows/run-dev-tests.yml b/.github/workflows/run-dev-tests.yml
index acf49a18..6d4b0d4c 100644
--- a/.github/workflows/run-dev-tests.yml
+++ b/.github/workflows/run-dev-tests.yml
@@ -22,6 +22,10 @@ env:
 
 permissions: {}
 
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
+
 jobs:
   test:
     strategy:

From 091b0f8336639c3e60b0fa43d1fd9577575c91b2 Mon Sep 17 00:00:00 2001
From: Brendan <2bndy5@gmail.com>
Date: Tue, 14 Oct 2025 00:47:31 -0700
Subject: [PATCH 6/8] create venv if none exists

---
 benchmark/benchmark.nu | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/benchmark/benchmark.nu b/benchmark/benchmark.nu
index 536335e1..3350f913 100644
--- a/benchmark/benchmark.nu
+++ b/benchmark/benchmark.nu
@@ -54,6 +54,9 @@ export def install-py-binding [
 ] {
     print "Installing new cpp-linter version (2.x) via python binding..."
     cd ..
+    if not (".venv" | path exists) {
+        run-cmd uv venv
+    }
     let path_to_dist = if ($wheel_path | is-not-empty) {
         $wheel_path
     } else {

From 0923cb17b023a558f6caf465a224ea5204abd99d Mon Sep 17 00:00:00 2001
From: Brendan <2bndy5@gmail.com>
Date: Tue, 14 Oct 2025 03:04:45 -0700
Subject: [PATCH 7/8] reduce benchmark time

---
 benchmark/benchmark.nu | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/benchmark/benchmark.nu b/benchmark/benchmark.nu
index 3350f913..a3170ec8 100644
--- a/benchmark/benchmark.nu
+++ b/benchmark/benchmark.nu
@@ -122,8 +122,9 @@ export def run-hyperfine [
         --export-markdown ../benchmark.md
         --warmup 1
         --style color
+        --runs 5
     ]
-    let common_args = "-l 0 -a 0 -i=|!src/libgit2 -p build"
+    let common_args = "-l 0 -a 0 -i=|!src/libgit2 -p build -e c"
     if ($old_path | is-not-empty) {
         $hyperfine_args = $hyperfine_args | append [--command-name python-pure $"($old_path) ($common_args) -j 0"]
     }

From 1026bdc53c4f43db0e918b6a898190aa515d33be Mon Sep 17 00:00:00 2001
From: Brendan <2bndy5@gmail.com>
Date: Tue, 14 Oct 2025 15:42:33 -0700
Subject: [PATCH 8/8] do 3 runs for each performance measurement

---
 benchmark/benchmark.nu | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/benchmark/benchmark.nu b/benchmark/benchmark.nu
index a3170ec8..71d57c5d 100644
--- a/benchmark/benchmark.nu
+++ b/benchmark/benchmark.nu
@@ -122,7 +122,7 @@ export def run-hyperfine [
         --export-markdown ../benchmark.md
         --warmup 1
         --style color
-        --runs 5
+        --runs 3
     ]
     let common_args = "-l 0 -a 0 -i=|!src/libgit2 -p build -e c"
     if ($old_path | is-not-empty) {