diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
new file mode 100644
index 00000000..403e19d1
--- /dev/null
+++ b/.github/workflows/benchmark.yml
@@ -0,0 +1,51 @@
+name: CodSpeed Benchmarks
+
+on:
+  push:
+    branches:
+      - "main"
+  pull_request:
+    types:
+      - opened
+      - synchronize
+      - reopened
+      - ready_for_review
+      - labeled
+  # `workflow_dispatch` allows CodSpeed to trigger backtest
+  # performance analysis in order to generate initial data.
+  workflow_dispatch:
+
+permissions: {}
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  benchmarks:
+    name: Run benchmarks
+    # PRs only get benchmarked if they have the `run-benchmarks` label.
+    if: |
+      contains(github.event.pull_request.labels.*.name, 'run-benchmarks')
+        || github.event_name == 'push'
+        || github.event_name == 'workflow_dispatch'
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+        with:
+          persist-credentials: false
+
+      - uses: Swatinem/rust-cache@779680da715d629ac1d338a641029a2f4372abb5 # v2.8.2
+        with:
+          cache-all-crates: true
+
+      - uses: astral-sh/setup-uv@681c641aba71e4a1c380be3ab5e12ad51f415867 # v7.1.6
+
+      - name: Build zizmor (release)
+        run: cargo build --release
+
+      - name: Run the benchmarks
+        uses: CodSpeedHQ/action@346a2d8a8d9d38909abd0bc3d23f773110f076ad # v4.4.1
+        with:
+          mode: walltime
+          run: make bench
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index d2f12993..5a5b056e 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -22,7 +22,7 @@ jobs:
     name: Lint
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
@@ -38,13 +38,13 @@ jobs:
     name: Test
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
       - uses: Swatinem/rust-cache@779680da715d629ac1d338a641029a2f4372abb5 # v2.8.2
 
-      - uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
+      - uses: astral-sh/setup-uv@681c641aba71e4a1c380be3ab5e12ad51f415867 # v7.1.6
 
       - name: Test dependencies
         run: |
@@ -67,11 +67,11 @@ jobs:
     name: Test site build
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
-      - uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
+      - uses: astral-sh/setup-uv@681c641aba71e4a1c380be3ab5e12ad51f415867 # v7.1.6
 
       - name: Test site
         run: make site
diff --git a/.github/workflows/codegen.yml b/.github/workflows/codegen.yml
index 4c09cc12..00dcb468 100644
--- a/.github/workflows/codegen.yml
+++ b/.github/workflows/codegen.yml
@@ -22,7 +22,7 @@ jobs:
       pull-requests: write # for opening PRs
 
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
@@ -31,7 +31,7 @@ jobs:
           make refresh-schemas
 
       - name: create PR
-        uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
+        uses: peter-evans/create-pull-request@98357b18bf14b5342f975ff684046ec3b2a07725 # v8.0.0
         with:
           draft: true
           commit-message: "[BOT] update JSON schemas from SchemaStore"
@@ -59,18 +59,18 @@ jobs:
       pull-requests: write # for opening PRs
 
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
-      - uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
+      - uses: astral-sh/setup-uv@681c641aba71e4a1c380be3ab5e12ad51f415867 # v7.1.6
 
       - name: try to refresh context capabilities
         run: |
           make webhooks-to-contexts
 
       - name: create PR
-        uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
+        uses: peter-evans/create-pull-request@98357b18bf14b5342f975ff684046ec3b2a07725 # v8.0.0
         with:
           draft: true
           commit-message: "[BOT] update context capabilities"
@@ -97,18 +97,18 @@ jobs:
       pull-requests: write # for opening PRs
 
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
-      - uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
+      - uses: astral-sh/setup-uv@681c641aba71e4a1c380be3ab5e12ad51f415867 # v7.1.6
 
       - name: try to refresh CodeQL injection sinks
         run: |
           make codeql-injection-sinks
 
       - name: create PR
-        uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
+        uses: peter-evans/create-pull-request@98357b18bf14b5342f975ff684046ec3b2a07725 # v8.0.0
         with:
           draft: true
           commit-message: "[BOT] update CodeQL injection sinks"
diff --git a/.github/workflows/release-binaries.yml b/.github/workflows/release-binaries.yml
index a7bf492e..c76760dd 100644
--- a/.github/workflows/release-binaries.yml
+++ b/.github/workflows/release-binaries.yml
@@ -27,7 +27,7 @@ jobs:
             target: x86_64-pc-windows-msvc
 
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
@@ -60,7 +60,7 @@ jobs:
         shell: bash
 
       - name: Upload artifact
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
         with:
           name: artifacts-${{ matrix.target }}
           path: ${{ steps.archive-release.outputs.filename }}
@@ -78,7 +78,7 @@ jobs:
 
     steps:
       - name: Download artifacts
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
+        uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7.0.0
         with:
           pattern: artifacts-*
           path: distrib/
diff --git a/.github/workflows/release-docker.yml b/.github/workflows/release-docker.yml
index 81039242..132ad257 100644
--- a/.github/workflows/release-docker.yml
+++ b/.github/workflows/release-docker.yml
@@ -43,7 +43,7 @@ jobs:
       packages: write
 
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
@@ -86,7 +86,7 @@ jobs:
         shell: bash
 
       - name: Upload digest
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
         with:
           name: digests-${{ matrix.image.platform-pair }}
           path: ${{ runner.temp }}/digests/*
@@ -107,7 +107,7 @@ jobs:
 
     steps:
       - name: Download digests
-        uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
+        uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7.0.0
         with:
           path: ${{ runner.temp }}/digests
           pattern: digests-*
diff --git a/.github/workflows/release-pypi.yml b/.github/workflows/release-pypi.yml
index 3079a1a7..41b4dcaf 100644
--- a/.github/workflows/release-pypi.yml
+++ b/.github/workflows/release-pypi.yml
@@ -37,7 +37,7 @@ jobs:
           #   target: ppc64le
           #   manylinux: "2_28"
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
       - name: Build wheels
@@ -47,7 +47,7 @@ jobs:
           args: --release --out dist --manifest-path crates/zizmor/Cargo.toml
           manylinux: ${{ matrix.platform.manylinux }}
       - name: Upload wheels
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
         with:
           name: wheels-linux-${{ matrix.platform.target }}
           path: dist
@@ -67,7 +67,7 @@ jobs:
           - runner: ubuntu-24.04
             target: armv7
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
       - name: Build wheels
@@ -77,7 +77,7 @@ jobs:
           args: --release --out dist --manifest-path crates/zizmor/Cargo.toml
           manylinux: musllinux_1_2
       - name: Upload wheels
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
         with:
           name: wheels-musllinux-${{ matrix.platform.target }}
           path: dist
@@ -93,7 +93,7 @@ jobs:
           - runner: windows-latest
             target: x86
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
       - name: Build wheels
@@ -102,7 +102,7 @@ jobs:
           target: ${{ matrix.platform.target }}
           args: --release --out dist --manifest-path crates/zizmor/Cargo.toml
       - name: Upload wheels
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
         with:
           name: wheels-windows-${{ matrix.platform.target }}
           path: dist
@@ -118,7 +118,7 @@ jobs:
           - runner: macos-15
             target: aarch64
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
       - name: Build wheels
@@ -127,7 +127,7 @@ jobs:
           target: ${{ matrix.platform.target }}
           args: --release --out dist --manifest-path crates/zizmor/Cargo.toml
       - name: Upload wheels
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
         with:
           name: wheels-macos-${{ matrix.platform.target }}
           path: dist
@@ -136,7 +136,7 @@ jobs:
     name: Build source distribution
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
       - name: Build sdist
@@ -145,7 +145,7 @@ jobs:
           command: sdist
           args: --out dist --manifest-path crates/zizmor/Cargo.toml
       - name: Upload sdist
-        uses: actions/upload-artifact@330a01c490aca151604b8cf639adc76d48f6c5d4 # v5.0.0
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
         with:
           name: wheels-sdist
           path: dist
@@ -161,7 +161,7 @@ jobs:
     permissions:
       id-token: write # Trusted Publishing + PEP 740 attestations
     steps:
-      - uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
+      - uses: actions/download-artifact@37930b1c2abaa49bbe596cd826c3c89aef350131 # v7.0.0
       - name: Attest
         uses: astral-sh/attest-action@2c727738cea36d6c97dd85eb133ea0e0e8fe754b # v0.0.4
         with:
diff --git a/.github/workflows/release-support-crate.yml b/.github/workflows/release-support-crate.yml
index 5c632fbb..51bb1fc5 100644
--- a/.github/workflows/release-support-crate.yml
+++ b/.github/workflows/release-support-crate.yml
@@ -53,7 +53,7 @@ jobs:
     permissions:
       id-token: write # for trusted publishing to crates.io
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
diff --git a/.github/workflows/release-zizmor-crate.yml b/.github/workflows/release-zizmor-crate.yml
index ab1e88d9..6b5e45ba 100644
--- a/.github/workflows/release-zizmor-crate.yml
+++ b/.github/workflows/release-zizmor-crate.yml
@@ -19,7 +19,7 @@ jobs:
     permissions:
       id-token: write # for trusted publishing to crates.io
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
diff --git a/.github/workflows/site.yml b/.github/workflows/site.yml
index 00ed3b5a..bd0734a6 100644
--- a/.github/workflows/site.yml
+++ b/.github/workflows/site.yml
@@ -26,12 +26,12 @@ jobs:
 
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
       - name: Install the latest version of uv
-        uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
+        uses: astral-sh/setup-uv@681c641aba71e4a1c380be3ab5e12ad51f415867 # v7.1.6
 
       - name: build site
         run: make site
diff --git a/.github/workflows/test-output.yml b/.github/workflows/test-output.yml
index 297860e8..ec9fdec6 100644
--- a/.github/workflows/test-output.yml
+++ b/.github/workflows/test-output.yml
@@ -19,7 +19,7 @@ jobs:
       pull-requests: write # for 'Leave comment' step
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
@@ -30,7 +30,7 @@ jobs:
           cargo run -- --format sarif . > results.sarif
 
       - name: Upload SARIF file
-        uses: github/codeql-action/upload-sarif@0499de31b99561a6d14a36a5f662c2a54f91beee # v4.31.2
+        uses: github/codeql-action/upload-sarif@1b168cd39490f61582a9beae412bb7057a6b2c4e # v4.31.8
         with:
           sarif_file: results.sarif
           category: zizmor-test-sarif-presentation
@@ -52,7 +52,7 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
@@ -67,3 +67,27 @@ jobs:
             --no-exit-codes \
             --format github \
             crates/zizmor/tests/integration/test-data/several-vulnerabilities.yml
+
+  test-plain-presentation:
+    name: Test plain text presentation
+    runs-on: ubuntu-latest
+    if: contains(github.event.pull_request.labels.*.name, 'test-plain-presentation')
+    permissions: {}
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
+        with:
+          persist-credentials: false
+
+      - uses: Swatinem/rust-cache@779680da715d629ac1d338a641029a2f4372abb5 # v2.8.2
+
+      - name: Run zizmor
+        run: |
+          # Normally we'd want a workflow to fail if the audit fails,
+          # but we're only testing presentation here.
+          cargo run \
+            -- \
+            --no-exit-codes \
+            --format plain \
+            crates/zizmor/tests/integration/test-data/several-vulnerabilities.yml
diff --git a/.github/workflows/wolfi-update-check.yml b/.github/workflows/wolfi-update-check.yml
index f438ca08..b83931af 100644
--- a/.github/workflows/wolfi-update-check.yml
+++ b/.github/workflows/wolfi-update-check.yml
@@ -19,7 +19,7 @@ jobs:
       issues: write # to create an issue if a new version is found
 
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
           sparse-checkout: support/
diff --git a/.github/workflows/zizmor.yml b/.github/workflows/zizmor.yml
index cae87a2c..92a0f936 100644
--- a/.github/workflows/zizmor.yml
+++ b/.github/workflows/zizmor.yml
@@ -21,7 +21,7 @@ jobs:
       security-events: write
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
diff --git a/.gitignore b/.gitignore
index dd445d43..2a0a134d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -10,3 +10,6 @@
 
 # pending snapshots
 .*.pending-snap
+
+# benchmarks
+.codspeed/
diff --git a/Cargo.lock b/Cargo.lock
index f87aac5e..a7638a54 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -58,9 +58,9 @@ checksum = "683d7910e743518b0e34f1186f92494becacb047c7b6bf616c96772180fef923"
 
 [[package]]
 name = "annotate-snippets"
-version = "0.12.9"
+version = "0.12.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a44baf24dd94e781f74dfe67ffee75a09a57971ddf0f615a178b4f6d404b48ff"
+checksum = "15580ece6ea97cbf832d60ba19c021113469480852c6a2a6beb0db28f097bf1f"
 dependencies = [
  "anstyle",
  "unicode-width 0.2.2",
@@ -228,12 +228,6 @@ version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5e764a1d40d510daf35e07be9eb06e75770908c27d411ee6c92109c9840eaaf7"
 
-[[package]]
-name = "bitflags"
-version = "1.3.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
-
 [[package]]
 name = "bitflags"
 version = "2.10.0"
@@ -313,18 +307,18 @@ dependencies = [
 
 [[package]]
 name = "camino"
-version = "1.2.1"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "276a59bf2b2c967788139340c9f0c5b12d7fd6630315c15c217e559de85d2609"
+checksum = "e629a66d692cb9ff1a1c664e41771b3dcaf961985a9774c0eb0bd1b51cf60a48"
 dependencies = [
  "serde_core",
 ]
 
 [[package]]
 name = "cc"
-version = "1.2.41"
+version = "1.2.49"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ac9fe6cdbb24b6ade63616c0a0688e45bb56732262c158df3c0c4bea4ca47cb7"
+checksum = "90583009037521a116abf44494efecd645ba48b6622457080f080b85544e2215"
 dependencies = [
  "find-msvc-tools",
  "shlex",
@@ -344,9 +338,9 @@ checksum = "613afe47fcd5fac7ccf1db93babcb082c5994d996f20b8b159f2ad1658eb5724"
 
 [[package]]
 name = "clap"
-version = "4.5.51"
+version = "4.5.53"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c26d721170e0295f191a69bd9a1f93efcdb0aff38684b61ab5750468972e5f5"
+checksum = "c9e340e012a1bf4935f5282ed1436d1489548e8f72308207ea5df0e23d2d03f8"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -364,9 +358,9 @@ dependencies = [
 
 [[package]]
 name = "clap_builder"
-version = "4.5.51"
+version = "4.5.53"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75835f0c7bf681bfd05abe44e965760fea999a5286c6eb2d59883634fd02011a"
+checksum = "d76b5d13eaa18c901fd2f7fca939fefe3a0727a953561fefdf3b2922b8569d00"
 dependencies = [
  "anstream",
  "anstyle",
@@ -376,9 +370,9 @@ dependencies = [
 
 [[package]]
 name = "clap_complete"
-version = "4.5.60"
+version = "4.5.61"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e602857739c5a4291dfa33b5a298aeac9006185229a700e5810a3ef7272d971"
+checksum = "39615915e2ece2550c0149addac32fb5bd312c657f43845bb9088cb9c8a7c992"
 dependencies = [
  "clap",
 ]
@@ -564,6 +558,12 @@ dependencies = [
  "parking_lot_core",
 ]
 
+[[package]]
+name = "data-encoding"
+version = "2.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2a2330da5de22e8a3cb63252ce2abb30116bf5265e89c0e01bc17015ce30a476"
+
 [[package]]
 name = "deranged"
 version = "0.5.4"
@@ -705,9 +705,9 @@ dependencies = [
 
 [[package]]
 name = "find-msvc-tools"
-version = "0.1.4"
+version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52051878f80a721bb68ebfbc930e07b65ba72f2da88968ea5c06fd6ca3d3a127"
+checksum = "3a3076410a55c90011c298b04d0cfa770b00fa04e1e3c97d3f6c9de105a03844"
 
 [[package]]
 name = "flate2"
@@ -721,11 +721,12 @@ dependencies = [
 
 [[package]]
 name = "fluent-uri"
-version = "0.1.4"
+version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "17c704e9dbe1ddd863da1e6ff3567795087b1eb201ce80d8fa81162e1516500d"
+checksum = "1918b65d96df47d3591bed19c5cca17e3fa5d0707318e4b5ef2eae01764df7e5"
 dependencies = [
- "bitflags 1.3.2",
+ "borrow-or-share",
+ "ref-cast",
 ]
 
 [[package]]
@@ -923,7 +924,7 @@ dependencies = [
 
 [[package]]
 name = "github-actions-models"
-version = "0.41.0"
+version = "0.42.0"
 dependencies = [
  "indexmap",
  "insta",
@@ -954,9 +955,9 @@ checksum = "e5274423e17b7c9fc20b6e7e208532f9b19825d82dfd615708b70edd83df41f1"
 
 [[package]]
 name = "hashbrown"
-version = "0.16.0"
+version = "0.16.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5419bdc4f6a9207fbeba6d11b604d481addf78ecd10c11ad51e76c2f6482748d"
+checksum = "841d1cc9bed7f9236f321df977030373f4a4163ae1a7dbfe1a51a2c1a51d9100"
 dependencies = [
  "allocator-api2",
  "equivalent",
@@ -977,12 +978,11 @@ checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
 
 [[package]]
 name = "http"
-version = "1.3.1"
+version = "1.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4a85d31aea989eead29a3aaf9e1115a180df8282431156e533de47660892565"
+checksum = "e3ba2a386d7f85a81f119ad7498ebe444d2e22c2af0b86b069416ace48b3311a"
 dependencies = [
  "bytes",
- "fnv",
  "itoa",
 ]
 
@@ -1291,12 +1291,12 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.12.0"
+version = "2.12.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6717a8d2a5a929a1a2eb43a12812498ed141a0bcfb7e8f7844fbdbe4303bba9f"
+checksum = "0ad4bb2b565bca0645f4d68c5c9af97fba094e9791da685bf83cb5f3ce74acf2"
 dependencies = [
  "equivalent",
- "hashbrown 0.16.0",
+ "hashbrown 0.16.1",
  "serde",
  "serde_core",
 ]
@@ -1317,9 +1317,9 @@ dependencies = [
 
 [[package]]
 name = "insta"
-version = "1.43.2"
+version = "1.44.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "46fdb647ebde000f43b5b53f773c30cf9b0cb4300453208713fa38b2c70935a0"
+checksum = "b5c943d4415edd8153251b6f197de5eb1640e56d84e8d9159bea190421c73698"
 dependencies = [
  "console 0.15.11",
  "once_cell",
@@ -1384,13 +1384,13 @@ dependencies = [
 
 [[package]]
 name = "jsonschema"
-version = "0.35.0"
+version = "0.37.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0303b14f91cbac17c64aaf2ef60ab71fe5f34c3867cedcbca72c9dd15f5040fe"
+checksum = "73c9ffb2b5c56d58030e1b532d8e8389da94590515f118cf35b5cb68e4764a7e"
 dependencies = [
  "ahash",
- "base64 0.22.1",
  "bytecount",
+ "data-encoding",
  "email_address",
  "fancy-regex",
  "fraction",
@@ -1428,7 +1428,7 @@ version = "0.1.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "416f7e718bdb06000964960ffa43b4335ad4012ae8b99060261aa4a8088d5ccb"
 dependencies = [
- "bitflags 2.10.0",
+ "bitflags",
  "libc",
  "redox_syscall",
 ]
@@ -1477,16 +1477,16 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "112b39cec0b298b6c1999fee3e31427f74f676e4cb9879ed1a121b43661a4154"
 
 [[package]]
-name = "lsp-types"
-version = "0.97.0"
+name = "ls-types"
+version = "0.0.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53353550a17c04ac46c585feb189c2db82154fc84b79c7a66c96c2c644f66071"
+checksum = "7a7deb98ef9daaa7500324351a5bab7c80c644cfb86b4be0c4433b582af93510"
 dependencies = [
- "bitflags 1.3.2",
- "fluent-uri 0.1.4",
+ "bitflags",
+ "fluent-uri 0.3.2",
+ "percent-encoding",
  "serde",
  "serde_json",
- "serde_repr",
 ]
 
 [[package]]
@@ -1782,9 +1782,9 @@ checksum = "9b4f627cb1b25917193a259e49bdad08f671f8d9708acfd5fe0a8c1455d87220"
 
 [[package]]
 name = "pest"
-version = "2.8.3"
+version = "2.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "989e7521a040efde50c3ab6bbadafbe15ab6dc042686926be59ac35d74607df4"
+checksum = "cbcfd20a6d4eeba40179f05735784ad32bdaef05ce8e8af05f180d45bb3e7e22"
 dependencies = [
  "memchr",
  "ucd-trie",
@@ -1792,9 +1792,9 @@ dependencies = [
 
 [[package]]
 name = "pest_derive"
-version = "2.8.3"
+version = "2.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "187da9a3030dbafabbbfb20cb323b976dc7b7ce91fcd84f2f74d6e31d378e2de"
+checksum = "51f72981ade67b1ca6adc26ec221be9f463f2b5839c7508998daa17c23d94d7f"
 dependencies = [
  "pest",
  "pest_generator",
@@ -1802,9 +1802,9 @@ dependencies = [
 
 [[package]]
 name = "pest_generator"
-version = "2.8.3"
+version = "2.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "49b401d98f5757ebe97a26085998d6c0eecec4995cad6ab7fc30ffdf4b052843"
+checksum = "dee9efd8cdb50d719a80088b76f81aec7c41ed6d522ee750178f83883d271625"
 dependencies = [
  "pest",
  "pest_meta",
@@ -1815,9 +1815,9 @@ dependencies = [
 
 [[package]]
 name = "pest_meta"
-version = "2.8.3"
+version = "2.8.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "72f27a2cfee9f9039c4d86faa5af122a0ac3851441a34865b8a043b46be0065a"
+checksum = "bf1d70880e76bdc13ba52eafa6239ce793d85c8e43896507e43dd8984ff05b82"
 dependencies = [
  "pest",
  "sha2",
@@ -2048,7 +2048,7 @@ version = "0.5.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed2bf2547551a7053d6fdfafda3f938979645c44812fbfcda098faae3f1a362d"
 dependencies = [
- "bitflags 2.10.0",
+ "bitflags",
 ]
 
 [[package]]
@@ -2073,14 +2073,14 @@ dependencies = [
 
 [[package]]
 name = "referencing"
-version = "0.35.0"
+version = "0.37.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "22d0d0665043906aacf1d83bea9d61e5134f8f437815b84320e7facf8ff4e9c2"
+checksum = "4283168a506f0dcbdce31c9f9cce3129c924da4c6bca46e46707fcb746d2d70c"
 dependencies = [
  "ahash",
  "fluent-uri 0.4.1",
  "getrandom 0.3.4",
- "hashbrown 0.16.0",
+ "hashbrown 0.16.1",
  "parking_lot",
  "percent-encoding",
  "serde_json",
@@ -2129,9 +2129,9 @@ checksum = "7a2d987857b319362043e95f5353c0535c1f58eec5336fdfcf626430af7def58"
 
 [[package]]
 name = "reqwest"
-version = "0.12.24"
+version = "0.12.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9d0946410b9f7b082a427e4ef5c8ff541a88b357bc6c637c40db3a68ac70a36f"
+checksum = "3b4c14b2d9afca6a60277086b0cc6a6ae0b568f6f7916c943a8cdc79f8be240f"
 dependencies = [
  "base64 0.22.1",
  "bytes",
@@ -2224,7 +2224,7 @@ version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cd15f8a2c5551a84d56efdc1cd049089e409ac19a3072d5037a17fd70719ff3e"
 dependencies = [
- "bitflags 2.10.0",
+ "bitflags",
  "errno",
  "libc",
  "linux-raw-sys",
@@ -2347,7 +2347,7 @@ version = "3.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "80fb1d92c5028aa318b4b8bd7302a5bfcf48be96a37fc6fc790f806b0004ee0c"
 dependencies = [
- "bitflags 2.10.0",
+ "bitflags",
  "core-foundation",
  "core-foundation-sys",
  "libc",
@@ -2490,17 +2490,6 @@ dependencies = [
  "syn 2.0.108",
 ]
 
-[[package]]
-name = "serde_repr"
-version = "0.1.20"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "175ee3e80ae9982737ca543e96133087cbd9a485eecc3bc4de9c1a37b47ea59c"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.108",
-]
-
 [[package]]
 name = "serde_spanned"
 version = "1.0.3"
@@ -3004,11 +2993,11 @@ dependencies = [
 
 [[package]]
 name = "tower-http"
-version = "0.6.6"
+version = "0.6.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "adc82fd73de2a9722ac5da747f12383d2bfdb93591ee6c58486e0097890f05f2"
+checksum = "d4e6559d53cc268e5031cd8429d05415bc4cb4aefc4aa5d6cc35fbf5b924a1f8"
 dependencies = [
- "bitflags 2.10.0",
+ "bitflags",
  "bytes",
  "futures-util",
  "http",
@@ -3028,17 +3017,16 @@ checksum = "121c2a6cda46980bb0fcd1647ffaf6cd3fc79a013de288782836f6df9c48780e"
 
 [[package]]
 name = "tower-lsp-server"
-version = "0.22.1"
+version = "0.23.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88f3f8ec0dcfdda4d908bad2882fe0f89cf2b606e78d16491323e918dfa95765"
+checksum = "2f0e711655c89181a6bc6a2cc348131fcd9680085f5b06b6af13427a393a6e72"
 dependencies = [
  "bytes",
  "dashmap",
  "futures",
  "httparse",
- "lsp-types",
+ "ls-types",
  "memchr",
- "percent-encoding",
  "serde",
  "serde_json",
  "tokio",
@@ -3055,9 +3043,9 @@ checksum = "8df9b6e13f2d32c91b9bd719c00d1958837bc7dec474d94952798cc8e69eeec3"
 
 [[package]]
 name = "tracing"
-version = "0.1.41"
+version = "0.1.43"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "784e0ac535deb450455cbfa28a6f0df145ea1bb7ae51b821cf5e7927fdcfbdd0"
+checksum = "2d15d90a0b5c19378952d479dc858407149d7bb45a14de0142f6c534b16fc647"
 dependencies = [
  "pin-project-lite",
  "tracing-attributes",
@@ -3066,9 +3054,9 @@ dependencies = [
 
 [[package]]
 name = "tracing-attributes"
-version = "0.1.30"
+version = "0.1.31"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81383ab64e72a7a8b8e13130c49e3dab29def6d0c7d76a03087b3cf71c5c6903"
+checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3077,9 +3065,9 @@ dependencies = [
 
 [[package]]
 name = "tracing-core"
-version = "0.1.34"
+version = "0.1.35"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b9d12581f227e93f094d3af2ae690a574abb8a2b9b7a96e7cfe9647b2b617678"
+checksum = "7a04e24fab5c89c6a36eb8558c9656f30d81de51dfa4d3b45f26b21d61fa0a6c"
 dependencies = [
  "once_cell",
  "valuable",
@@ -3087,9 +3075,9 @@ dependencies = [
 
 [[package]]
 name = "tracing-indicatif"
-version = "0.3.13"
+version = "0.3.14"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "04d4e11e0e27acef25a47f27e9435355fecdc488867fa2bc90e75b0700d2823d"
+checksum = "e1ef6990e0438749f0080573248e96631171a0b5ddfddde119aa5ba8c3a9c47e"
 dependencies = [
  "indicatif",
  "tracing",
@@ -3110,9 +3098,9 @@ dependencies = [
 
 [[package]]
 name = "tracing-subscriber"
-version = "0.3.20"
+version = "0.3.22"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2054a14f5307d601f88daf0553e1cbf472acc4f2c51afab632431cdcd72124d5"
+checksum = "2f30143827ddab0d256fd843b7a66d164e9f271cfa0dde49142c5ca0ca291f1e"
 dependencies = [
  "matchers",
  "nu-ansi-term",
@@ -3128,9 +3116,9 @@ dependencies = [
 
 [[package]]
 name = "tree-sitter"
-version = "0.25.10"
+version = "0.26.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78f873475d258561b06f1c595d93308a7ed124d9977cb26b148c2084a4a3cc87"
+checksum = "974d205cc395652cfa8b37daa053fe56eebd429acf8dc055503fee648dae981e"
 dependencies = [
  "cc",
  "regex",
@@ -3142,9 +3130,9 @@ dependencies = [
 
 [[package]]
 name = "tree-sitter-bash"
-version = "0.25.0"
+version = "0.25.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "871b0606e667e98a1237ebdc1b0d7056e0aebfdc3141d12b399865d4cb6ed8a6"
+checksum = "9e5ec769279cc91b561d3df0d8a5deb26b0ad40d183127f409494d6d8fc53062"
 dependencies = [
  "cc",
  "tree-sitter-language",
@@ -3152,7 +3140,7 @@ dependencies = [
 
 [[package]]
 name = "tree-sitter-iter"
-version = "0.0.2"
+version = "0.0.3"
 dependencies = [
  "tree-sitter",
  "tree-sitter-yaml",
@@ -3166,9 +3154,9 @@ checksum = "c4013970217383f67b18aef68f6fb2e8d409bc5755227092d32efb0422ba24b8"
 
 [[package]]
 name = "tree-sitter-powershell"
-version = "0.25.9"
+version = "0.25.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ae0e37101b110badaf99aa40460915a8797ceba15fc0ed22773280377a8dffb6"
+checksum = "415ec6251d133d26b4f62c60721149fe36c315334f47812450187d6ea59cffdf"
 dependencies = [
  "cc",
  "tree-sitter-language",
@@ -3816,7 +3804,7 @@ checksum = "fdd20c5420375476fbd4394763288da7eb0cc0b8c11deed431a91562af7335d3"
 
 [[package]]
 name = "yamlpatch"
-version = "0.7.0"
+version = "0.8.0"
 dependencies = [
  "indexmap",
  "insta",
@@ -3832,7 +3820,7 @@ dependencies = [
 
 [[package]]
 name = "yamlpath"
-version = "0.29.0"
+version = "0.31.0"
 dependencies = [
  "line-index",
  "self_cell",
@@ -3956,7 +3944,7 @@ dependencies = [
 
 [[package]]
 name = "zizmor"
-version = "1.18.0"
+version = "1.19.0"
 dependencies = [
  "annotate-snippets",
  "anstream",
diff --git a/Cargo.toml b/Cargo.toml
index 169b3cfd..863aca2b 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -21,38 +21,38 @@ rust-version = "1.88.0"
 [workspace.dependencies]
 anyhow = "1.0.100"
 github-actions-expressions = { path = "crates/github-actions-expressions", version = "0.0.11" }
-github-actions-models = { path = "crates/github-actions-models", version = "0.41.0" }
+github-actions-models = { path = "crates/github-actions-models", version = "0.42.0" }
 itertools = "0.14.0"
-pest = "2.8.3"
-pest_derive = "2.8.3"
+pest = "2.8.4"
+pest_derive = "2.8.4"
 pretty_assertions = "1.4.1"
-annotate-snippets = "0.12.9"
+annotate-snippets = "0.12.10"
 anstream = "0.6.21"
 assert_cmd = "2.1.1"
 async-trait = "0.1.89"
-camino = "1.2.1"
-clap = "4.5.51"
+camino = "1.2.2"
+clap = "4.5.53"
 clap-verbosity-flag = { version = "3.0.4", default-features = false }
-clap_complete = "4.5.60"
+clap_complete = "4.5.61"
 clap_complete_nushell = "4.5.10"
 csv = "1.3.1"
 etcetera = "0.11.0"
 flate2 = "1.1.5"
 fst = "0.4.7"
 futures = "0.3"
-http = "1.3.1"
+http = "1.4.0"
 http-cache-reqwest = { version = "1.0.0-alpha.2", features = ["manager-moka"] }
 human-panic = "2.0.4"
 ignore = "0.4.25"
-indexmap = { version = "2.11.4", features = ["serde"] }
+indexmap = { version = "2.12.1", features = ["serde"] }
 indicatif = "0.18"
-insta = "1.43.2"
-jsonschema = "0.35.0"
+insta = "1.44.3"
+jsonschema = "0.37.4"
 line-index = "0.1.2"
 memchr = "2.7.6"
 owo-colors = "4.2.3"
 regex = "1.12.1"
-reqwest = { version = "0.12.23", default-features = false }
+reqwest = { version = "0.12.25", default-features = false }
 reqwest-middleware = "0.4.2"
 self_cell = "1"
 serde = { version = "1.0.228", features = ["derive"] }
@@ -65,16 +65,18 @@ tar = "0.4.44"
 terminal-link = "0.1.0"
 thiserror = "2.0.17"
 tokio = { version = "1.47.1", features = ["rt-multi-thread", "io-std"] }
-tower-lsp-server = "0.22"
-tracing = "0.1.41"
-tracing-indicatif = "0.3.13"
+tower-lsp-server = "0.23"
+tracing = "0.1.43"
+tracing-indicatif = "0.3.14"
 tracing-subscriber = "0.3.20"
-tree-sitter = "0.25.10"
-tree-sitter-bash = "0.25.0"
-tree-sitter-iter = { path = "crates/tree-sitter-iter", version = "0.0.2" }
-tree-sitter-powershell = "0.25.9"
-yamlpath = { path = "crates/yamlpath", version = "0.29.0" }
-yamlpatch = { path = "crates/yamlpatch", version = "0.7.0" }
+tree-sitter = "0.26.3"
+tree-sitter-bash = "0.25.1"
+tree-sitter-iter = { path = "crates/tree-sitter-iter", version = "0.0.3" }
+# Exact version since the upstream performed a breaking change outside of semver.
+# See: https://github.com/zizmorcore/zizmor/pull/1427
+tree-sitter-powershell = "=0.25.10"
+yamlpath = { path = "crates/yamlpath", version = "0.31.0" }
+yamlpatch = { path = "crates/yamlpatch", version = "0.8.0" }
 tree-sitter-yaml = "0.7.2"
 tikv-jemallocator = "0.6"
 
diff --git a/Makefile b/Makefile
index 6d7ea8ff..a271bc8b 100644
--- a/Makefile
+++ b/Makefile
@@ -53,4 +53,4 @@ pinact:
 
 .PHONY: bench
 bench:
-	uv run bench/benchmark.py --offline
+	uv run --only-group=bench pytest bench/ --codspeed
diff --git a/bench/.gitignore b/bench/.gitignore
deleted file mode 100644
index fbca2253..00000000
--- a/bench/.gitignore
+++ /dev/null
@@ -1 +0,0 @@
-results/
diff --git a/bench/__init__.py b/bench/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/bench/benchmark.py b/bench/benchmark.py
deleted file mode 100644
index 2d45224f..00000000
--- a/bench/benchmark.py
+++ /dev/null
@@ -1,242 +0,0 @@
-# /// script
-# requires-python = ">=3.12"
-# ///
-
-import argparse
-import hashlib
-import json
-import os
-import shlex
-import shutil
-import subprocess
-import sys
-import tempfile
-from contextlib import contextmanager
-from pathlib import Path
-from typing import Iterator, NoReturn, TypedDict
-
-_DEPS = ["hyperfine", "curl", "unzip"]
-
-_HERE = Path(__file__).parent
-_PROJECT_ROOT = _HERE.parent
-_ZIZMOR = _PROJECT_ROOT / "target" / "release" / "zizmor"
-
-assert (_PROJECT_ROOT / "Cargo.toml").is_file(), "Missing project root?"
-
-_BENCHMARKS = _HERE / "benchmarks.json"
-_RESULTS = _HERE / "results"
-
-assert _BENCHMARKS.is_file(), f"Benchmarks file not found: {_BENCHMARKS}"
-_RESULTS.mkdir(exist_ok=True)
-
-_CACHE_DIR = Path(tempfile.gettempdir()) / "zizmor-benchmark-cache"
-_CACHE_DIR.mkdir(exist_ok=True)
-
-_GH_TOKEN = os.getenv("GH_TOKEN")
-
-
-class Log:
-    def __init__(self, scope: str | None) -> None:
-        self.scopes = [scope] if scope else []
-
-    def info(self, message: str) -> None:
-        scopes = " ".join(f"[{s}]" for s in self.scopes)
-        print(f"[+] {scopes} {message}", file=sys.stderr)
-
-    def warn(self, message: str) -> None:
-        scopes = " ".join(f"[{s}]" for s in self.scopes)
-        print(f"[!] {scopes} {message}", file=sys.stderr)
-
-    def error(self, message: str) -> NoReturn:
-        self.warn(message)
-        sys.exit(1)
-
-    @contextmanager
-    def scope(self, new_scope: str) -> Iterator[None]:
-        """Create a new logging scope."""
-        self.scopes.append(new_scope)
-        try:
-            yield None
-        finally:
-            self.scopes.pop()
-
-
-LOG = Log("benchmarks")
-
-
-def _curl(url: str, expected_sha256: str) -> Path:
-    """Download a URL and cache it using content addressing with SHA256."""
-    cached_file = _CACHE_DIR / expected_sha256
-    if cached_file.exists():
-        LOG.info("Using cached file")
-        return cached_file
-
-    result = subprocess.run(
-        ["curl", "-fsSL", url],
-        capture_output=True,
-        check=True,
-    )
-
-    content = result.stdout
-    content_hash = hashlib.sha256(content).hexdigest()
-
-    if content_hash != expected_sha256:
-        LOG.error(f"Hash mismatch: {expected_sha256} != {content_hash}")
-
-    cached_file.write_bytes(content)
-
-    return cached_file
-
-
-def _unzip(archive_path: Path, extract_name: str) -> Path:
-    """Extract an archive to a directory in the cache."""
-    extract_dir = _CACHE_DIR / extract_name
-
-    if extract_dir.exists():
-        LOG.info("Using cached extraction")
-        return extract_dir
-
-    extract_dir.mkdir(exist_ok=True)
-
-    subprocess.run(
-        ["unzip", "-q", str(archive_path), "-d", str(extract_dir)],
-        check=True,
-    )
-
-    LOG.info(f"Extracted {archive_path.name} to {extract_dir}")
-    return extract_dir
-
-
-class Benchmark(TypedDict):
-    name: str
-    source_type: str
-    source: str
-    source_sha256: str
-    stencil: str
-    online: bool | None
-
-
-Plan = list[str]
-
-
-class Bench:
-    def __init__(self, benchmark: Benchmark) -> None:
-        self.benchmark = benchmark
-
-    def plan(self) -> Plan:
-        match self.benchmark["source_type"]:
-            case "archive-url":
-                url = self.benchmark["source"]
-                sha256 = self.benchmark["source_sha256"]
-                archive = _curl(url, sha256)
-                inputs = [str(_unzip(archive, self.benchmark["name"]))]
-            case _:
-                LOG.error(f"Unknown source type: {self.benchmark['source_type']}")
-
-        if self.benchmark.get("online", False):
-            if not _GH_TOKEN:
-                LOG.error("Benchmark requires online access but GH_TOKEN is not set")
-
-        stencil = self.benchmark["stencil"]
-        command = stencil.replace("$ZIZMOR", str(_ZIZMOR)).replace(
-            "$INPUTS", " ".join(inputs)
-        )
-        return shlex.split(command)
-
-    def run(self, plan: Plan, *, dry_run: bool) -> None:
-        command = shlex.join(plan)
-
-        result_file = _RESULTS / f"{self.benchmark['name']}.json"
-        if result_file.exists() and not dry_run:
-            LOG.warn("clobbering existing result file")
-
-        hyperfine_command = [
-            "hyperfine",
-            "--warmup",
-            "3",
-            # NOTE: not needed because we use --no-exit-codes in the stencil
-            # "--ignore-failure",
-            "--export-json",
-            str(result_file),
-            command,
-        ]
-
-        if dry_run:
-            LOG.warn(f"would have run: {shlex.join(hyperfine_command)}")
-            return
-
-        try:
-            subprocess.run(
-                hyperfine_command,
-                check=True,
-            )
-        except subprocess.CalledProcessError:
-            LOG.error("run failed, see above for details")
-
-        # Stupid hack: fixup each result file's results[0].command
-        # to be a more useful benchmark identifier, since bencher
-        # apparently keys on these.
-        result_json = json.loads(result_file.read_bytes())
-        result_json["results"][0]["command"] = f"zizmor::{self.benchmark['name']}"
-        result_file.write_text(json.dumps(result_json))
-
-        LOG.info(f"run written to {result_file}")
-
-
-def main() -> None:
-    parser = argparse.ArgumentParser()
-    parser.add_argument(
-        "--dry-run", action="store_true", help="Show plans without running them"
-    )
-    parser.add_argument(
-        "--offline", action="store_true", help="Run only offline benchmarks"
-    )
-
-    args = parser.parse_args()
-
-    missing = []
-    for dep in _DEPS:
-        if not shutil.which(dep):
-            missing.append(dep)
-
-    if missing:
-        LOG.error(
-            f"Missing dependencies: {', '.join(missing)}. "
-            "Please install them before running benchmarks."
-        )
-
-    LOG.info("ensuring we have a benchable zizmor build")
-    subprocess.run(
-        ["cargo", "build", "--release", "-p", "zizmor"],
-        check=True,
-        cwd=_PROJECT_ROOT,
-    )
-
-    if not _ZIZMOR.is_file():
-        LOG.error("zizmor build presumably failed, see above for details")
-
-    LOG.info(f"using cache dir: {_CACHE_DIR}")
-
-    benchmarks: list[Benchmark] = json.loads(_BENCHMARKS.read_text(encoding="utf-8"))
-    LOG.info(f"found {len(benchmarks)} benchmarks in {_BENCHMARKS.name}")
-
-    if args.offline:
-        benchmarks = [b for b in benchmarks if not b.get("online", False)]
-        LOG.info(f"filtered to {len(benchmarks)} offline benchmarks")
-
-    benches = [Bench(benchmark) for benchmark in benchmarks]
-    plans = []
-    with LOG.scope("plan"):
-        for bench in benches:
-            with LOG.scope(bench.benchmark["name"]):
-                LOG.info("beginning plan")
-                plans.append(bench.plan())
-
-    with LOG.scope("run"):
-        for bench, plan in zip(benches, plans):
-            with LOG.scope(bench.benchmark["name"]):
-                bench.run(plan, dry_run=args.dry_run)
-
-
-if __name__ == "__main__":
-    main()
diff --git a/bench/benchmarks.json b/bench/benchmarks.json
deleted file mode 100644
index 5d253341..00000000
--- a/bench/benchmarks.json
+++ /dev/null
@@ -1,24 +0,0 @@
-[
-    {
-        "name": "grafana-9f212d11d0ac",
-        "source_type": "archive-url",
-        "source": "https://github.com/grafana/grafana/archive/9f212d11d0ac9c38ada62a7db830844bb9b02905.zip",
-        "source_sha256": "c6d42b52c8d912db2698d8b06f227de46f0c2d04cc757841792ed6567f0c56c7",
-        "stencil": "$ZIZMOR --offline --format=plain --no-exit-codes --no-config $INPUTS"
-    },
-    {
-        "name": "cpython-48f88310044c",
-        "source_type": "archive-url",
-        "source": "https://github.com/python/cpython/archive/48f88310044c6ef877f3b0761cf7afece2f8fb3a.zip",
-        "source_sha256": "a52a67f1dd9cfa67c7d1305d5b9639629abe247b2c32f01b77f790ddf8b49503",
-        "stencil": "$ZIZMOR --offline --format=plain --no-exit-codes --no-config $INPUTS"
-    },
-    {
-        "name": "gha-hazmat-da3c3cd-online",
-        "source_type": "archive-url",
-        "source": "https://github.com/woodruffw/gha-hazmat/archive/da3c3cd.zip",
-        "source_sha256": "f0aa224c5203218ad26e9f104d8dc3eaf8b322c97056add04d79f4a0d53c8f1f",
-        "stencil": "$ZIZMOR --format=plain --no-exit-codes --no-config $INPUTS",
-        "online": true
-    }
-]
diff --git a/bench/common.py b/bench/common.py
new file mode 100644
index 00000000..c9b98a59
--- /dev/null
+++ b/bench/common.py
@@ -0,0 +1,12 @@
+import subprocess
+from pathlib import Path
+
+_HERE = Path(__file__).parent
+_ZIZMOR = _HERE.parent / "target" / "release" / "zizmor"
+
+
+def zizmor(args: list[str], *, check: bool = False) -> None:
+    assert _ZIZMOR.is_file(), (
+        f"zizmor binary not found at {_ZIZMOR}, run prepare() first"
+    )
+    subprocess.run([str(_ZIZMOR), *args], check=check)
diff --git a/bench/conftest.py b/bench/conftest.py
new file mode 100644
index 00000000..e69de29b
diff --git a/bench/test_bench_basic.py b/bench/test_bench_basic.py
new file mode 100644
index 00000000..b9a3e17a
--- /dev/null
+++ b/bench/test_bench_basic.py
@@ -0,0 +1,13 @@
+import pytest
+
+from .common import zizmor
+
+
+@pytest.mark.benchmark
+def test_zizmor_startup():
+    zizmor(["--version"])
+
+
+@pytest.mark.benchmark
+def test_zizmor_help():
+    zizmor(["--help"])
diff --git a/bench/test_bench_offline.py b/bench/test_bench_offline.py
new file mode 100644
index 00000000..32952c60
--- /dev/null
+++ b/bench/test_bench_offline.py
@@ -0,0 +1,68 @@
+import io
+import zipfile
+from pathlib import Path
+
+import pytest
+import urllib3
+
+from bench.common import zizmor
+
+
+@pytest.fixture(scope="session")
+def grafana(tmp_path_factory) -> Path:
+    archive = "https://github.com/grafana/grafana/archive/9f212d11d0ac9c38ada62a7db830844bb9b02905.zip"
+    raw_zip = urllib3.PoolManager().request("GET", archive).data
+
+    path = tmp_path_factory.mktemp("grafana")
+
+    zipfile.ZipFile(io.BytesIO(raw_zip)).extractall(path)
+
+    return path
+
+
+@pytest.fixture(scope="session")
+def cpython(tmp_path_factory) -> Path:
+    archive = "https://github.com/python/cpython/archive/48f88310044c6ef877f3b0761cf7afece2f8fb3a.zip"
+    raw_zip = urllib3.PoolManager().request("GET", archive).data
+
+    path = tmp_path_factory.mktemp("cpython")
+
+    zipfile.ZipFile(io.BytesIO(raw_zip)).extractall(path)
+
+    return path
+
+
+@pytest.mark.benchmark
+def test_zizmor_offline_grafana_9f212d11d0(grafana: Path):
+    """
+    Runs `zizmor --offline --format=plain --no-exit-codes --no-config <path-to-grafana-source>`
+    """
+
+    zizmor(
+        [
+            "--offline",
+            "--format=plain",
+            "--no-exit-codes",
+            "--no-config",
+            str(grafana),
+        ],
+        check=True,
+    )
+
+
+@pytest.mark.benchmark
+def test_zizmor_offline_cpython_48f88310044c(cpython: Path):
+    """
+    Runs `zizmor --offline --format=plain --no-exit-codes --no-config <path-to-cpython-source>`
+    """
+
+    zizmor(
+        [
+            "--offline",
+            "--format=plain",
+            "--no-exit-codes",
+            "--no-config",
+            str(cpython),
+        ],
+        check=True,
+    )
diff --git a/bench/test_bench_online.py b/bench/test_bench_online.py
new file mode 100644
index 00000000..4f1f9687
--- /dev/null
+++ b/bench/test_bench_online.py
@@ -0,0 +1,47 @@
+import os
+
+import pytest
+
+from bench.common import zizmor
+
+
+@pytest.mark.skipif("GH_TOKEN" not in os.environ, reason="GH_TOKEN not set")
+def test_zizmor_online_gha_hazmat_da3c3cd(benchmark):
+    """
+    Runs `zizmor --format=plain --no-exit-codes --no-config woodruffw/gha-hazmat@da3c3cd`
+    """
+
+    benchmark.pedantic(
+        zizmor,
+        args=(
+            [
+                "--format=plain",
+                "--no-exit-codes",
+                "--no-config",
+                "woodruffw/gha-hazmat@da3c3cd",
+            ],
+        ),
+        warmup_rounds=2,
+        iterations=10,
+    )
+
+
+@pytest.mark.skipif("GH_TOKEN" not in os.environ, reason="GH_TOKEN not set")
+def test_zizmor_online_cpython_48f88310044c(benchmark):
+    """
+    Runs `zizmor --format=plain --no-exit-codes --no-config python/cpython@48f88310044c`
+    """
+
+    benchmark.pedantic(
+        zizmor,
+        args=(
+            [
+                "--format=plain",
+                "--no-exit-codes",
+                "--no-config",
+                "python/cpython@48f88310044c",
+            ],
+        ),
+        warmup_rounds=2,
+        iterations=10,
+    )
diff --git a/crates/github-actions-models/Cargo.toml b/crates/github-actions-models/Cargo.toml
index 1c25735d..dbe7611a 100644
--- a/crates/github-actions-models/Cargo.toml
+++ b/crates/github-actions-models/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "github-actions-models"
-version = "0.41.0"
+version = "0.42.0"
 description = "Unofficial, high-quality data models for GitHub Actions workflows, actions, and related components"
 repository = "https://github.com/zizmorcore/zizmor/tree/main/crates/github-actions-models"
 keywords = ["github", "ci"]
diff --git a/crates/github-actions-models/src/common.rs b/crates/github-actions-models/src/common.rs
index edf75dd0..101d9896 100644
--- a/crates/github-actions-models/src/common.rs
+++ b/crates/github-actions-models/src/common.rs
@@ -297,6 +297,12 @@ self_cell!(
     impl {Debug, PartialEq}
 );
 
+impl Display for RepositoryUses {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        write!(f, "{}", self.raw())
+    }
+}
+
 impl RepositoryUses {
     /// Parse a `uses: some/repo` clause.
     pub fn parse(uses: impl Into<String>) -> Result<Self, UsesError> {
diff --git a/crates/github-actions-models/src/dependabot/v2.rs b/crates/github-actions-models/src/dependabot/v2.rs
index efa0d75a..2549ca66 100644
--- a/crates/github-actions-models/src/dependabot/v2.rs
+++ b/crates/github-actions-models/src/dependabot/v2.rs
@@ -349,6 +349,8 @@ pub enum AllowDeny {
 #[derive(Deserialize, Debug, PartialEq)]
 #[serde(rename_all = "kebab-case")]
 pub enum PackageEcosystem {
+    /// `bazel`
+    Bazel,
     /// `bun`
     Bun,
     /// `bundler`
@@ -369,6 +371,8 @@ pub enum PackageEcosystem {
     DotnetSdk,
     /// `helm`
     Helm,
+    /// `julia`
+    Julia,
     /// `elm`
     Elm,
     /// `gitsubmodule`
@@ -387,6 +391,8 @@ pub enum PackageEcosystem {
     Npm,
     /// `nuget`
     Nuget,
+    /// `opentofu`
+    Opentofu,
     /// `pip`
     Pip,
     /// `pub`
diff --git a/crates/github-actions-models/tests/sample-dependabot/v2/opentofu.yml b/crates/github-actions-models/tests/sample-dependabot/v2/opentofu.yml
new file mode 100644
index 00000000..bd9d308b
--- /dev/null
+++ b/crates/github-actions-models/tests/sample-dependabot/v2/opentofu.yml
@@ -0,0 +1,23 @@
+# https://github.com/zizmorcore/zizmor/issues/1451
+
+version: 2
+enable-beta-ecosystems: true
+
+updates:
+  - package-ecosystem: "opentofu"
+    directories:
+      - "/stack"
+      - "/modules/default-branch-protection"
+    schedule:
+      interval: "cron"
+      cronjob: "30 7 * * *"
+      timezone: "Europe/London"
+    target-branch: "main"
+    groups:
+      terraform:
+        applies-to: "version-updates"
+        patterns:
+          - "*"
+        update-types:
+          - "patch"
+          - "minor"
diff --git a/crates/tree-sitter-iter/Cargo.toml b/crates/tree-sitter-iter/Cargo.toml
index 46289139..0d44bf97 100644
--- a/crates/tree-sitter-iter/Cargo.toml
+++ b/crates/tree-sitter-iter/Cargo.toml
@@ -1,7 +1,7 @@
 [package]
 name = "tree-sitter-iter"
 description = "A very simple pre-order iterator for tree-sitter CSTs"
-version = "0.0.2"
+version = "0.0.3"
 authors.workspace = true
 homepage.workspace = true
 edition.workspace = true
diff --git a/crates/yamlpatch/Cargo.toml b/crates/yamlpatch/Cargo.toml
index 19e36bd5..497d4d6a 100644
--- a/crates/yamlpatch/Cargo.toml
+++ b/crates/yamlpatch/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "yamlpatch"
-version = "0.7.0"
+version = "0.8.0"
 description = "Comment and format-preserving YAML patch operations"
 repository = "https://github.com/zizmorcore/zizmor/tree/main/crates/yamlpatch"
 keywords = ["yaml", "patch"]
diff --git a/crates/yamlpatch/tests/unit_tests.rs b/crates/yamlpatch/tests/unit_tests.rs
index 356ad31b..dc6a4be7 100644
--- a/crates/yamlpatch/tests/unit_tests.rs
+++ b/crates/yamlpatch/tests/unit_tests.rs
@@ -903,21 +903,21 @@ normal:
     let end = find_content_end(&feature, &doc);
 
     insta::assert_snapshot!(doc.source()[feature.location.byte_span.0..end], @r"
-        bar: baz
-          abc: def # comment
-        ");
+    bar: baz
+      abc: def # comment
+    ");
 
     let feature = route_to_feature_exact(&route!("interior-spaces"), &doc)
         .unwrap()
         .unwrap();
     let end = find_content_end(&feature, &doc);
     insta::assert_snapshot!(doc.source()[feature.location.byte_span.0..end], @r"
-        - foo
+    - foo
 
-          - bar
-          # hello
-          - baz # hello
-        ");
+      - bar
+      # hello
+      - baz # hello
+    ");
 
     let feature = route_to_feature_exact(&route!("normal"), &doc)
         .unwrap()
@@ -2775,11 +2775,12 @@ items:
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
     insta::assert_snapshot!(result.source(), @r"
-        items:
-          - first
-          - second
-          - third
-        ");
+
+    items:
+      - first
+      - second
+      - third
+    ");
 }
 
 #[test]
@@ -2822,19 +2823,20 @@ databases:
     let result =
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
-    insta::assert_snapshot!(result.source(), @r#"
-        databases:
-          - name: primary
-            host: db1.example.com
-            port: 5432
-            max_connections: 100
-            ssl: true
-            readonly: false
-          - name: analytics
-            host: db2.example.com
-            port: 5433
-            readonly: true
-        "#);
+    insta::assert_snapshot!(result.source(), @r"
+
+    databases:
+      - name: primary
+        host: db1.example.com
+        port: 5432
+        max_connections: 100
+        ssl: true
+        readonly: false
+      - name: analytics
+        host: db2.example.com
+        port: 5433
+        readonly: true
+    ");
 }
 
 #[test]
@@ -2870,16 +2872,17 @@ jobs:
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
     insta::assert_snapshot!(result.source(), @r#"
-        jobs:
-          test:
-            steps:
-              - name: First step
-                run: echo "first"
-              - name: Second step
-                run: echo "second"
-              - name: Third step
-                run: echo "third"
-        "#);
+
+    jobs:
+      test:
+        steps:
+          - name: First step
+            run: echo "first"
+          - name: Second step
+            run: echo "second"
+          - name: Third step
+            run: echo "third"
+    "#);
 }
 
 #[test]
@@ -2924,20 +2927,21 @@ servers:
     assert!(result.source().contains("# Staging server"));
     assert!(result.source().contains("# internal only"));
 
-    insta::assert_snapshot!(result.source(), @r#"
-        servers:
-          # Production server
-          - name: prod
-            host: prod.example.com
-            port: 443
-          # Staging server
-          - name: staging
-            host: staging.example.com  # internal only
-            port: 8443
-          - name: dev
-            host: localhost
-            port: 8080
-        "#);
+    insta::assert_snapshot!(result.source(), @r"
+
+    servers:
+      # Production server
+      - name: prod
+        host: prod.example.com
+        port: 443
+      # Staging server
+      - name: staging
+        host: staging.example.com  # internal only
+        port: 8443
+      - name: dev
+        host: localhost
+        port: 8080
+    ");
 }
 
 #[test]
@@ -2959,11 +2963,12 @@ ports:
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
     insta::assert_snapshot!(result.source(), @r"
-        ports:
-          - 8080
-          - 8081
-          - 8082
-        ");
+
+    ports:
+      - 8080
+      - 8081
+      - 8082
+    ");
 }
 
 #[test]
@@ -2985,11 +2990,12 @@ configs:
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
     insta::assert_snapshot!(result.source(), @r"
-        configs:
-          - name: config1
-            value: 123
-          - {}
-        ");
+
+    configs:
+      - name: config1
+        value: 123
+      - {}
+    ");
 }
 
 #[test]
@@ -3031,15 +3037,16 @@ services:
     let result =
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
-    insta::assert_snapshot!(result.source(), @r#"
-        services:
-          - name: api
-            port: 8080
-          - name: worker
-            port: 9090
-            config:
-              replicas: 3
-        "#);
+    insta::assert_snapshot!(result.source(), @r"
+
+    services:
+      - name: api
+        port: 8080
+      - name: worker
+        port: 9090
+        config:
+          replicas: 3
+    ");
 }
 
 #[test]
@@ -3096,11 +3103,12 @@ tasks:
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
     insta::assert_snapshot!(result.source(), @r"
-        tasks:
-          - task1
-          - task2
-          - task3
-        ");
+
+    tasks:
+      - task1
+      - task2
+      - task3
+    ");
 }
 
 #[test]
@@ -3138,20 +3146,21 @@ jobs:
     let result =
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
-    insta::assert_snapshot!(result.source(), @r#"
-        name: CI
-        on: push
-        jobs:
-          test:
-            runs-on: ubuntu-latest
-            steps:
-              - name: Checkout
-                uses: actions/checkout@v4
-              - name: Run tests
-                run: npm test
-              - name: Upload coverage
-                uses: codecov/codecov-action@v3
-        "#);
+    insta::assert_snapshot!(result.source(), @r"
+
+    name: CI
+    on: push
+    jobs:
+      test:
+        runs-on: ubuntu-latest
+        steps:
+          - name: Checkout
+            uses: actions/checkout@v4
+          - name: Run tests
+            run: npm test
+          - name: Upload coverage
+            uses: codecov/codecov-action@v3
+    ");
 }
 
 #[test]
@@ -3176,9 +3185,10 @@ foo:
         apply_yaml_patches(&yamlpath::Document::new(original).unwrap(), &operations).unwrap();
 
     insta::assert_snapshot!(result.source(), @r"
-        foo:
-          - abc
-          - - def
-            - ghi
-        ");
+
+    foo:
+      - abc
+      - - def
+        - ghi
+    ");
 }
diff --git a/crates/yamlpath/Cargo.toml b/crates/yamlpath/Cargo.toml
index fae7ecac..8a3cbc19 100644
--- a/crates/yamlpath/Cargo.toml
+++ b/crates/yamlpath/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "yamlpath"
-version = "0.29.0"
+version = "0.31.0"
 description = "Format-preserving YAML feature extraction"
 repository = "https://github.com/zizmorcore/zizmor/tree/main/crates/yamlpath"
 readme = "README.md"
diff --git a/crates/zizmor/Cargo.toml b/crates/zizmor/Cargo.toml
index 0afbdea0..c241e617 100644
--- a/crates/zizmor/Cargo.toml
+++ b/crates/zizmor/Cargo.toml
@@ -1,7 +1,7 @@
 [package]
 name = "zizmor"
 description = "Static analysis for GitHub Actions"
-version = "1.18.0"
+version = "1.19.0"
 repository = "https://github.com/zizmorcore/zizmor"
 documentation = "https://docs.zizmor.sh"
 keywords = ["cli", "github-actions", "static-analysis", "security"]
@@ -25,8 +25,6 @@ gh-token-tests = []
 online-tests = ["gh-token-tests"]
 # Test-only: enable tests that require `unbuffer` for TTY behavior.
 tty-tests = []
-# Test-only: enable tests that are typically very slow.
-slow-tests = []
 
 [dependencies]
 annotate-snippets.workspace = true
diff --git a/crates/zizmor/src/audit/artipacked.rs b/crates/zizmor/src/audit/artipacked.rs
index 6d46b2fd..8650727a 100644
--- a/crates/zizmor/src/audit/artipacked.rs
+++ b/crates/zizmor/src/audit/artipacked.rs
@@ -524,6 +524,7 @@ jobs:
             |workflow: &Workflow, findings| {
                 let fixed = apply_fix_for_snapshot(workflow.as_document(), findings);
                 insta::assert_snapshot!(fixed.source(), @r"
+
                 name: Test Workflow
                 on: push
                 jobs:
@@ -571,6 +572,7 @@ jobs:
             |workflow: &Workflow, findings| {
                 let fixed = apply_fix_for_snapshot(workflow.as_document(), findings);
                 insta::assert_snapshot!(fixed.source(), @r"
+
                 name: Test Workflow
                 on: push
                 jobs:
diff --git a/crates/zizmor/src/audit/bot_conditions.rs b/crates/zizmor/src/audit/bot_conditions.rs
index 6defef0c..d4c3492e 100644
--- a/crates/zizmor/src/audit/bot_conditions.rs
+++ b/crates/zizmor/src/audit/bot_conditions.rs
@@ -538,6 +538,7 @@ jobs:
                 }
 
                 insta::assert_snapshot!(document.source(), @r#"
+
                 name: Test Workflow
                 on:
                   pull_request_target:
@@ -588,6 +589,7 @@ jobs:
                     }
                 }
                 insta::assert_snapshot!(document.source(), @r#"
+
                 name: Test Workflow
                 on:
                   pull_request_target:
@@ -641,6 +643,7 @@ jobs:
 
                 // Verify it suggests comment.user.login for issue_comment events
                 insta::assert_snapshot!(document.source(), @r#"
+
                 name: Test Issue Comment
                 on: issue_comment
 
@@ -690,6 +693,7 @@ jobs:
 
                 // Verify it suggests review.user.login for pull_request_review events
                 insta::assert_snapshot!(document.source(), @r#"
+
                 name: Test PR Review
                 on: pull_request_review
 
@@ -739,6 +743,7 @@ jobs:
 
                 // Verify it suggests issue.user.login for issues events
                 insta::assert_snapshot!(document.source(), @r#"
+
                 name: Test Issues
                 on: issues
 
@@ -788,6 +793,7 @@ jobs:
 
                 // Verify it suggests release.author.login for release events
                 insta::assert_snapshot!(document.source(), @r#"
+
                 name: Test Release
                 on: release
 
@@ -836,6 +842,7 @@ jobs:
                 }
 
                 insta::assert_snapshot!(document.source(), @r#"
+
                 name: Test Create
                 on: create
 
@@ -885,6 +892,7 @@ jobs:
                 }
 
                 insta::assert_snapshot!(document.source(), @r#"
+
                 name: Test Workflow
                 on:
                   pull_request_target:
diff --git a/crates/zizmor/src/audit/cache_poisoning.rs b/crates/zizmor/src/audit/cache_poisoning.rs
index 0d5cac44..0dd95d9b 100644
--- a/crates/zizmor/src/audit/cache_poisoning.rs
+++ b/crates/zizmor/src/audit/cache_poisoning.rs
@@ -555,6 +555,7 @@ jobs:
             |findings: Vec<Finding>| {
                 let fixed_content = apply_fix_for_snapshot(workflow_content, findings);
                 insta::assert_snapshot!(fixed_content, @r"
+
                 name: Test Workflow
                 on: release
 
@@ -599,6 +600,7 @@ jobs:
             |findings: Vec<Finding>| {
                 let fixed_content = apply_fix_for_snapshot(workflow_content, findings);
                 insta::assert_snapshot!(fixed_content, @r"
+
                 name: Test Workflow
                 on: release
 
diff --git a/crates/zizmor/src/audit/dependabot_cooldown.rs b/crates/zizmor/src/audit/dependabot_cooldown.rs
index 99f0dd71..e8b2f8df 100644
--- a/crates/zizmor/src/audit/dependabot_cooldown.rs
+++ b/crates/zizmor/src/audit/dependabot_cooldown.rs
@@ -202,6 +202,7 @@ updates:
                 let fix = &finding.fixes[0];
                 let fixed_document = fix.apply(dependabot.as_document()).unwrap();
                 insta::assert_snapshot!(fixed_document.source(), @r"
+
                 version: 2
 
                 updates:
@@ -243,6 +244,7 @@ updates:
                 let fix = &finding.fixes[0];
                 let fixed_document = fix.apply(dependabot.as_document()).unwrap();
                 insta::assert_snapshot!(fixed_document.source(), @r"
+
                 version: 2
 
                 updates:
@@ -284,6 +286,7 @@ updates:
                 let fix = &finding.fixes[0];
                 let fixed_document = fix.apply(dependabot.as_document()).unwrap();
                 insta::assert_snapshot!(fixed_document.source(), @r"
+
                 version: 2
 
                 updates:
@@ -335,6 +338,7 @@ updates:
                 }
 
                 insta::assert_snapshot!(document.source(), @r"
+
                 version: 2
 
                 updates:
@@ -379,6 +383,7 @@ updates:
 
                 // Verify the document remains unchanged
                 insta::assert_snapshot!(dependabot.as_document().source(), @r"
+
                 version: 2
 
                 updates:
diff --git a/crates/zizmor/src/audit/dependabot_execution.rs b/crates/zizmor/src/audit/dependabot_execution.rs
index 9e5a02d2..d57653dd 100644
--- a/crates/zizmor/src/audit/dependabot_execution.rs
+++ b/crates/zizmor/src/audit/dependabot_execution.rs
@@ -123,6 +123,7 @@ updates:
                 let fix = &finding.fixes[0];
                 let fixed_document = fix.apply(dependabot.as_document()).unwrap();
                 insta::assert_snapshot!(fixed_document.source(), @r"
+
                 version: 2
 
                 updates:
@@ -158,6 +159,7 @@ updates:
 
                 // Verify the document remains unchanged
                 insta::assert_snapshot!(dependabot.as_document().source(), @r"
+
                 version: 2
 
                 updates:
@@ -192,6 +194,7 @@ updates:
 
                 // Verify the document remains unchanged
                 insta::assert_snapshot!(dependabot.as_document().source(), @r"
+
                 version: 2
 
                 updates:
@@ -240,6 +243,7 @@ updates:
                 }
 
                 insta::assert_snapshot!(document.source(), @r"
+
                 version: 2
 
                 updates:
diff --git a/crates/zizmor/src/audit/excessive_permissions.rs b/crates/zizmor/src/audit/excessive_permissions.rs
index 76204252..790ede83 100644
--- a/crates/zizmor/src/audit/excessive_permissions.rs
+++ b/crates/zizmor/src/audit/excessive_permissions.rs
@@ -14,6 +14,7 @@ use crate::{
 static KNOWN_PERMISSIONS: LazyLock<HashMap<&str, Severity>> = LazyLock::new(|| {
     [
         ("actions", Severity::High),
+        ("artifact-metadata", Severity::Medium),
         ("attestations", Severity::High),
         ("checks", Severity::Medium),
         ("contents", Severity::High),
@@ -21,6 +22,8 @@ static KNOWN_PERMISSIONS: LazyLock<HashMap<&str, Severity>> = LazyLock::new(|| {
         ("discussions", Severity::Medium),
         ("id-token", Severity::High),
         ("issues", Severity::High),
+        // What does the write permission even do here?
+        ("models", Severity::Low),
         ("packages", Severity::High),
         ("pages", Severity::High),
         ("pull-requests", Severity::High),
diff --git a/crates/zizmor/src/audit/github_env.rs b/crates/zizmor/src/audit/github_env.rs
index 48a2ca6b..aa91e29b 100644
--- a/crates/zizmor/src/audit/github_env.rs
+++ b/crates/zizmor/src/audit/github_env.rs
@@ -88,20 +88,22 @@ const PWSH_REDIRECT_QUERY: &str = r#"
 
 const PWSH_PIPELINE_QUERY: &str = r#"
 (pipeline
-  (command
-    command_name: (command_name) @cmd
-    command_elements: (command_elements
-      (_)*
-      (array_literal_expression
-        (unary_expression [
-          (string_literal
-            (expandable_string_literal (variable) @destination))
-          (variable) @destination
-        ])
-      )
-      (_)*))
-  (#match? @cmd "(?i)out-file|add-content|set-content|tee-object")
-  (#match? @destination "(?i)ENV:GITHUB_ENV|ENV:GITHUB_PATH")
+  (pipeline_chain
+    (command
+        command_name: (command_name) @cmd
+        command_elements: (command_elements
+        (_)*
+        (array_literal_expression
+            (unary_expression [
+            (string_literal
+                (expandable_string_literal (variable) @destination))
+            (variable) @destination
+            ])
+        )
+        (_)*))
+    (#match? @cmd "(?i)out-file|add-content|set-content|tee-object")
+    (#match? @destination "(?i)ENV:GITHUB_ENV|ENV:GITHUB_PATH")
+  )
 ) @span
 "#;
 
diff --git a/crates/zizmor/src/audit/impostor_commit.rs b/crates/zizmor/src/audit/impostor_commit.rs
index 2684d255..e4f52bc4 100644
--- a/crates/zizmor/src/audit/impostor_commit.rs
+++ b/crates/zizmor/src/audit/impostor_commit.rs
@@ -77,7 +77,7 @@ impl ImpostorCommit {
             return Ok(false);
         };
 
-        // Fast path: almost all commit refs will be at the tip of
+        // Fastest path: almost all commit refs will be at the tip of
         // the branch or tag's history, so check those first.
         // Check tags before branches, since in practice version tags
         // are more commonly pinned.
@@ -105,6 +105,21 @@ impl ImpostorCommit {
             }
         }
 
+        // Fast path: attempt to use GitHub's undocumented `branch_commits`
+        // API to see if the commit is present in any branch/tag.
+        // There are no stabilitiy guarantees for this API, so we fall back
+        // to the slow(er) paths if it fails.
+        match self
+            .client
+            .branch_commits(uses.owner(), uses.repo(), head_ref)
+            .await
+        {
+            Ok(branch_commits) => return Ok(branch_commits.is_empty()),
+            Err(e) => tracing::warn!("fast path impostor check failed for {uses}: {e}"),
+        }
+
+        // Slow path: use GitHub's comparison API to check each branch and tag's
+        // history for presence of the commit.
         for branch in &branches {
             if self
                 .named_ref_contains_commit(uses, &format!("refs/heads/{}", &branch.name), head_ref)
@@ -400,6 +415,7 @@ jobs:
             // Apply the fix and snapshot test the result
             let new_doc = findings[0].fixes[0].apply(input.as_document()).unwrap();
             assert_snapshot!(new_doc.source(), @r"
+
             name: Test Impostor Commit Fix
             on: push
             jobs:
diff --git a/crates/zizmor/src/audit/insecure_commands.rs b/crates/zizmor/src/audit/insecure_commands.rs
index bc101f47..aa9a6a54 100644
--- a/crates/zizmor/src/audit/insecure_commands.rs
+++ b/crates/zizmor/src/audit/insecure_commands.rs
@@ -295,6 +295,7 @@ jobs:
                 assert!(fixed_document.source().contains("ANOTHER_VAR: also-keep"));
 
                 insta::assert_snapshot!(fixed_document.source(), @r#"
+
                 on: push
 
                 jobs:
@@ -349,6 +350,7 @@ jobs:
                 assert!(fixed_document.source().contains("GLOBAL_VAR: keep-me"));
 
                 insta::assert_snapshot!(fixed_document.source(), @r#"
+
                 on: push
 
                 env:
@@ -403,6 +405,7 @@ jobs:
                 assert!(fixed_document.source().contains("STEP_VAR: keep-me"));
 
                 insta::assert_snapshot!(fixed_document.source(), @r#"
+
                 on: push
 
                 jobs:
@@ -446,6 +449,7 @@ jobs:
                 let fixed_document = fix.apply(workflow.as_document()).unwrap();
 
                 insta::assert_snapshot!(fixed_document.source(), @r#"
+
                 on: push
 
                 jobs:
diff --git a/crates/zizmor/src/audit/known_vulnerable_actions.rs b/crates/zizmor/src/audit/known_vulnerable_actions.rs
index 6acaf0e3..5362c703 100644
--- a/crates/zizmor/src/audit/known_vulnerable_actions.rs
+++ b/crates/zizmor/src/audit/known_vulnerable_actions.rs
@@ -372,6 +372,7 @@ jobs:
         let fixed_document = fix.apply(workflow.as_document()).unwrap();
 
         insta::assert_snapshot!(fixed_document.source(), @r#"
+
         name: Test Vulnerable Actions
         on: push
         jobs:
@@ -421,7 +422,8 @@ jobs:
             .unwrap();
         let fixed_document = fix.apply(workflow.as_document()).unwrap();
 
-        insta::assert_snapshot!(fixed_document.source(), @r#"
+        insta::assert_snapshot!(fixed_document.source(), @r"
+
         name: Test Node Setup
         on: push
         jobs:
@@ -434,7 +436,7 @@ jobs:
                   node-version: '18'
               - name: Install dependencies
                 run: npm install
-        "#);
+        ");
     }
 
     #[tokio::test]
@@ -474,6 +476,7 @@ jobs:
         let fixed_document = fix.apply(workflow.as_document()).unwrap();
 
         insta::assert_snapshot!(fixed_document.source(), @r#"
+
         name: Test Third Party Action
         on: push
         jobs:
@@ -549,7 +552,8 @@ jobs:
             .unwrap();
         current_document = fix_cache.apply(&current_document).unwrap();
 
-        insta::assert_snapshot!(current_document.source(), @r#"
+        insta::assert_snapshot!(current_document.source(), @r"
+
         name: Test Multiple Vulnerable Actions
         on: push
         jobs:
@@ -569,7 +573,7 @@ jobs:
                   key: ${{ runner.os }}-node-${{ hashFiles('**/package-lock.json') }}
               - name: Install dependencies
                 run: npm install
-        "#);
+        ");
     }
 
     #[tokio::test]
@@ -607,6 +611,7 @@ jobs:
         let fixed_document = fix.apply(workflow.as_document()).unwrap();
 
         insta::assert_snapshot!(fixed_document.source(), @r"
+
         name: Test Action with Subpath
         on: push
         jobs:
@@ -655,7 +660,8 @@ jobs:
             .apply(workflow.as_document())
             .unwrap();
 
-        insta::assert_snapshot!(fixed_document.source(), @r#"
+        insta::assert_snapshot!(fixed_document.source(), @r"
+
         name: Test First Patched Version Priority
         on: push
         jobs:
@@ -664,7 +670,7 @@ jobs:
             steps:
               - name: Vulnerable action
                 uses: actions/checkout@v3.1.0
-        "#);
+        ");
     }
 
     #[tokio::test]
@@ -700,6 +706,7 @@ jobs:
         let new_doc = fix.apply(workflow.as_document()).unwrap();
 
         assert_snapshot!(new_doc.source(), @r"
+
         name: Test Non-Commit Ref
         on: push
         jobs:
@@ -763,6 +770,7 @@ jobs:
 
         let new_doc = findings[0].fixes[0].apply(input.as_document()).unwrap();
         assert_snapshot!(new_doc.source(), @r"
+
         name: Test Commit Hash Pinning Real API
         on: push
         permissions: {}
@@ -819,6 +827,7 @@ jobs:
 
         let new_doc = findings[0].fixes[0].apply(input.as_document()).unwrap();
         assert_snapshot!(new_doc.source(), @r"
+
         name: Test Commit Hash Pinning Real API
         on: push
         permissions: {}
diff --git a/crates/zizmor/src/audit/obfuscation.rs b/crates/zizmor/src/audit/obfuscation.rs
index 1b02baa7..e1675f3e 100644
--- a/crates/zizmor/src/audit/obfuscation.rs
+++ b/crates/zizmor/src/audit/obfuscation.rs
@@ -407,7 +407,8 @@ jobs:
 "#;
 
         let result = apply_fix_for_snapshot(workflow_content, "obfuscation").await;
-        insta::assert_snapshot!(result, @r#"
+        insta::assert_snapshot!(result, @r"
+
         name: Test Workflow
         on: push
 
@@ -416,7 +417,7 @@ jobs:
             runs-on: ubuntu-latest
             steps:
               - uses: actions/checkout@v4
-        "#);
+        ");
     }
 
     #[tokio::test]
@@ -433,7 +434,8 @@ jobs:
 "#;
 
         let result = apply_fix_for_snapshot(workflow_content, "obfuscation").await;
-        insta::assert_snapshot!(result, @r#"
+        insta::assert_snapshot!(result, @r"
+
         name: Test Workflow
         on: push
 
@@ -442,7 +444,7 @@ jobs:
             runs-on: ubuntu-latest
             steps:
               - uses: github/codeql-action/init@v2
-        "#);
+        ");
     }
 
     #[tokio::test]
@@ -459,7 +461,8 @@ jobs:
 "#;
 
         let result = apply_fix_for_snapshot(workflow_content, "obfuscation").await;
-        insta::assert_snapshot!(result, @r#"
+        insta::assert_snapshot!(result, @r"
+
         name: Test Workflow
         on: push
 
@@ -468,6 +471,6 @@ jobs:
             runs-on: ubuntu-latest
             steps:
               - uses: actions/cache/save@v4
-        "#);
+        ");
     }
 }
diff --git a/crates/zizmor/src/audit/template_injection.rs b/crates/zizmor/src/audit/template_injection.rs
index 259a7f82..52046297 100644
--- a/crates/zizmor/src/audit/template_injection.rs
+++ b/crates/zizmor/src/audit/template_injection.rs
@@ -707,6 +707,7 @@ jobs:
                         "replace expression with environment variable",
                     );
                     insta::assert_snapshot!(fixed_content.source(), @r#"
+
                     name: Test Template Injection
                     on: push
                     jobs:
@@ -758,6 +759,7 @@ jobs:
                         "replace expression with environment variable",
                     );
                     insta::assert_snapshot!(fixed_content.source(), @r#"
+
                     name: Test Template Injection
                     on: push
                     jobs:
@@ -811,6 +813,7 @@ jobs:
                         "replace expression with environment variable",
                     );
                     insta::assert_snapshot!(fixed_content.source(), @r#"
+
                     name: Test Template Injection
                     on: push
                     jobs:
@@ -920,6 +923,7 @@ jobs:
                 }
 
                 insta::assert_snapshot!(current_document.source(), @r#"
+
                 name: Test Multiple Template Injections
                 on: push
                 jobs:
@@ -986,6 +990,7 @@ jobs:
                 }
 
                 insta::assert_snapshot!(current_document.source(), @r#"
+
                 name: Test Duplicate Template Injections
                 on: push
                 jobs:
@@ -1046,6 +1051,7 @@ jobs:
                 }
 
                 insta::assert_snapshot!(current_document.source(), @r#"
+
                 name: Test Duplicate Template Injections
                 on: push
                 jobs:
@@ -1109,6 +1115,7 @@ jobs:
                 }
 
                 insta::assert_snapshot!(current_document.source(), @r#"
+
                 name: Test Duplicate Template Injections
                 on: push
                 jobs:
@@ -1225,6 +1232,7 @@ jobs:
                         "replace expression with environment variable",
                     );
                     insta::assert_snapshot!(fixed_content.source(), @r#"
+
                     name: Test Template Injection - Bash
                     on: push
                     jobs:
@@ -1271,6 +1279,7 @@ jobs:
                         "replace expression with environment variable",
                     );
                     insta::assert_snapshot!(fixed_content.source(), @r#"
+
                     name: Test Template Injection - Bash
                     on: push
                     jobs:
@@ -1316,7 +1325,8 @@ jobs:
                         finding,
                         "replace expression with environment variable",
                     );
-                    insta::assert_snapshot!(fixed_content.source(), @r#"
+                    insta::assert_snapshot!(fixed_content.source(), @r"
+
                     name: Test Template Injection - CMD
                     on: push
                     jobs:
@@ -1326,7 +1336,7 @@ jobs:
                           - name: Vulnerable step with cmd shell
                             shell: cmd
                             run: echo User is %GITHUB_ACTOR%
-                    "#);
+                    ");
                 }
             }
         );
@@ -1363,6 +1373,7 @@ jobs:
                         "replace expression with environment variable",
                     );
                     insta::assert_snapshot!(fixed_content.source(), @r#"
+
                     name: Test Template Injection - PowerShell
                     on: push
                     jobs:
@@ -1409,6 +1420,7 @@ jobs:
                     );
                     // Ubuntu default shell is bash, so should use ${VAR} syntax
                     insta::assert_snapshot!(fixed_content.source(), @r#"
+
                     name: Test Template Injection - Default Shell Ubuntu
                     on: push
                     jobs:
@@ -1454,6 +1466,7 @@ jobs:
                     );
                     // Windows default shell is pwsh, so should use $env:VAR syntax
                     insta::assert_snapshot!(fixed_content.source(), @r#"
+
                     name: Test Template Injection - Default Shell Windows
                     on: push
                     jobs:
@@ -1498,7 +1511,8 @@ jobs:
                         finding,
                         "replace expression with environment variable",
                     );
-                    insta::assert_snapshot!(fixed_content.source(), @r#"
+                    insta::assert_snapshot!(fixed_content.source(), @r"
+
                     name: Test Template Injection - CMD with Custom Env
                     on: push
                     jobs:
@@ -1510,7 +1524,7 @@ jobs:
                             run: echo PR title is %GITHUB_EVENT_PULL_REQUEST_TITLE%
                             env:
                               GITHUB_EVENT_PULL_REQUEST_TITLE: ${{ github.event.pull_request.title }}
-                    "#);
+                    ");
                 }
             }
         );
diff --git a/crates/zizmor/src/audit/unsound_condition.rs b/crates/zizmor/src/audit/unsound_condition.rs
index bc84bc08..e17e951d 100644
--- a/crates/zizmor/src/audit/unsound_condition.rs
+++ b/crates/zizmor/src/audit/unsound_condition.rs
@@ -244,6 +244,7 @@ jobs:
 
                 let fixed_document = apply_fix_for_snapshot(workflow.as_document(), findings);
                 insta::assert_snapshot!(fixed_document.source(), @r#"
+
                 name: Test
                 on: push
                 jobs:
@@ -283,6 +284,7 @@ jobs:
 
                 let fixed_document = apply_fix_for_snapshot(workflow.as_document(), findings);
                 insta::assert_snapshot!(fixed_document.source(), @r#"
+
                 name: Test
                 on: push
                 jobs:
@@ -323,6 +325,7 @@ jobs:
 
                 let fixed_document = apply_fix_for_snapshot(workflow.as_document(), findings);
                 insta::assert_snapshot!(fixed_document.source(), @r#"
+
                 name: Test
                 on: push
                 jobs:
@@ -367,6 +370,7 @@ jobs:
 
                 let fixed_document = apply_fix_for_snapshot(workflow.as_document(), findings);
                 insta::assert_snapshot!(fixed_document.source(), @r#"
+
                 name: Test
                 on: push
                 jobs:
@@ -406,7 +410,8 @@ jobs:
                 assert_eq!(findings.len(), 1);
 
                 let fixed_document = apply_fix_for_snapshot(workflow.as_document(), findings);
-                insta::assert_snapshot!(fixed_document.source(), @r#"
+                insta::assert_snapshot!(fixed_document.source(), @r"
+
                 name: Test
                 on: push
                 jobs:
@@ -414,7 +419,7 @@ jobs:
                     if: |-
                       ${{ github.event_name == 'pull_request' }}
                     uses: ./.github/workflows/reusable.yml
-                "#);
+                ");
             }
         );
     }
@@ -463,6 +468,7 @@ jobs:
                 }
 
                 insta::assert_snapshot!(document.source(), @r#"
+
                 name: Test
                 on: push
                 jobs:
diff --git a/crates/zizmor/src/config.rs b/crates/zizmor/src/config.rs
index a8bd730d..60fc2f8e 100644
--- a/crates/zizmor/src/config.rs
+++ b/crates/zizmor/src/config.rs
@@ -21,7 +21,12 @@ use crate::{
     registry::input::RepoSlug,
 };
 
-const CONFIG_CANDIDATES: &[&str] = &[".github/zizmor.yml", "zizmor.yml"];
+const CONFIG_CANDIDATES: &[&str] = &[
+    ".github/zizmor.yml",
+    ".github/zizmor.yaml",
+    "zizmor.yml",
+    "zizmor.yaml",
+];
 
 #[derive(Error, Debug)]
 #[error("configuration error in {path}")]
diff --git a/crates/zizmor/src/data/dependabot-2.0.json b/crates/zizmor/src/data/dependabot-2.0.json
index f3c407f5..235fd156 100644
--- a/crates/zizmor/src/data/dependabot-2.0.json
+++ b/crates/zizmor/src/data/dependabot-2.0.json
@@ -647,24 +647,28 @@
     },
     "package-ecosystem-values": {
       "enum": [
+        "bazel",
         "bun",
         "bundler",
         "cargo",
         "composer",
+        "conda",
         "devcontainers",
         "docker",
         "docker-compose",
         "dotnet-sdk",
         "elm",
-        "gitsubmodule",
         "github-actions",
+        "gitsubmodule",
         "gomod",
         "gradle",
         "helm",
+        "julia",
         "maven",
         "mix",
         "npm",
         "nuget",
+        "opentofu",
         "pip",
         "pub",
         "rust-toolchain",
diff --git a/crates/zizmor/src/github.rs b/crates/zizmor/src/github.rs
index f173c10e..47b1bd4d 100644
--- a/crates/zizmor/src/github.rs
+++ b/crates/zizmor/src/github.rs
@@ -575,6 +575,29 @@ impl Client {
             .max_by_key(|t| t.name.len()))
     }
 
+    #[instrument(skip(self))]
+    pub(crate) async fn branch_commits(
+        &self,
+        owner: &str,
+        repo: &str,
+        commit: &str,
+    ) -> Result<BranchCommits, ClientError> {
+        // NOTE(ww): This API is undocumented.
+        // See: https://github.com/orgs/community/discussions/78161
+        let url = format!("https://github.com/{owner}/{repo}/branch_commits/{commit}");
+
+        // We ask GitHub for JSON, because it sends HTML by default for this endpoint.
+        self.base_client
+            .get(&url)
+            .header(ACCEPT, "application/json")
+            .send()
+            .await?
+            .error_for_status()?
+            .json()
+            .await
+            .map_err(Into::into)
+    }
+
     #[instrument(skip(self))]
     pub(crate) async fn compare_commits(
         &self,
@@ -859,6 +882,23 @@ pub(crate) struct Commit {
     pub(crate) sha: String,
 }
 
+/// The response structure from GitHub's undocumented `branch_commits` API.
+///
+/// This model is intentionally incomplete.
+#[derive(Clone, Deserialize)]
+#[serde(rename_all = "lowercase")]
+#[non_exhaustive]
+pub(crate) struct BranchCommits {
+    branches: Vec<serde_json::Value>,
+    tags: Vec<String>,
+}
+
+impl BranchCommits {
+    pub(crate) fn is_empty(&self) -> bool {
+        self.branches.is_empty() && self.tags.is_empty()
+    }
+}
+
 #[derive(Clone, Deserialize)]
 #[serde(rename_all = "lowercase")]
 pub(crate) enum ComparisonStatus {
diff --git a/crates/zizmor/src/lsp.rs b/crates/zizmor/src/lsp.rs
index 46350dc9..218c931d 100644
--- a/crates/zizmor/src/lsp.rs
+++ b/crates/zizmor/src/lsp.rs
@@ -4,7 +4,7 @@ use std::str::FromStr;
 
 use camino::Utf8Path;
 use thiserror::Error;
-use tower_lsp_server::lsp_types::{self, TextDocumentSyncKind};
+use tower_lsp_server::ls_types::{self, TextDocumentSyncKind};
 use tower_lsp_server::{Client, LanguageServer, LspService, Server};
 
 use crate::audit::AuditInput;
@@ -25,7 +25,7 @@ pub(crate) struct Error {
 }
 
 struct LspDocumentCommon {
-    uri: lsp_types::Uri,
+    uri: ls_types::Uri,
     text: String,
     version: Option<i32>,
 }
@@ -39,35 +39,35 @@ struct Backend {
 impl LanguageServer for Backend {
     async fn initialize(
         &self,
-        _: lsp_types::InitializeParams,
-    ) -> tower_lsp_server::jsonrpc::Result<lsp_types::InitializeResult> {
-        Ok(lsp_types::InitializeResult {
-            server_info: Some(lsp_types::ServerInfo {
+        _: ls_types::InitializeParams,
+    ) -> tower_lsp_server::jsonrpc::Result<ls_types::InitializeResult> {
+        Ok(ls_types::InitializeResult {
+            server_info: Some(ls_types::ServerInfo {
                 name: "zizmor (LSP)".into(),
                 version: Some(env!("CARGO_PKG_VERSION").into()),
             }),
-            capabilities: lsp_types::ServerCapabilities {
-                text_document_sync: Some(lsp_types::TextDocumentSyncCapability::Kind(
-                    lsp_types::TextDocumentSyncKind::FULL,
+            capabilities: ls_types::ServerCapabilities {
+                text_document_sync: Some(ls_types::TextDocumentSyncCapability::Kind(
+                    ls_types::TextDocumentSyncKind::FULL,
                 )),
                 ..Default::default()
             },
         })
     }
 
-    async fn initialized(&self, _: lsp_types::InitializedParams) {
+    async fn initialized(&self, _: ls_types::InitializedParams) {
         let selectors = vec![
-            lsp_types::DocumentFilter {
+            ls_types::DocumentFilter {
                 language: Some("yaml".into()),
                 scheme: None,
                 pattern: Some("**/.github/workflows/*.{yml,yaml}".into()),
             },
-            lsp_types::DocumentFilter {
+            ls_types::DocumentFilter {
                 language: Some("yaml".into()),
                 scheme: None,
                 pattern: Some("**/action.{yml,yaml}".into()),
             },
-            lsp_types::DocumentFilter {
+            ls_types::DocumentFilter {
                 language: Some("yaml".into()),
                 scheme: None,
                 pattern: Some("**/.github/dependabot.{yml,yaml}".into()),
@@ -80,46 +80,46 @@ impl LanguageServer for Backend {
         // neglects to.
         self.client
             .register_capability(vec![
-                lsp_types::Registration {
+                ls_types::Registration {
                     id: "zizmor-didopen".into(),
                     method: "textDocument/didOpen".into(),
                     register_options: Some(
-                        serde_json::to_value(lsp_types::TextDocumentRegistrationOptions {
+                        serde_json::to_value(ls_types::TextDocumentRegistrationOptions {
                             document_selector: Some(selectors.clone()),
                         })
                         .expect("failed to serialize LSP document registration options"),
                     ),
                 },
-                lsp_types::Registration {
+                ls_types::Registration {
                     id: "zizmor-didchange".into(),
                     method: "textDocument/didChange".into(),
                     register_options: Some(
-                        serde_json::to_value(lsp_types::TextDocumentChangeRegistrationOptions {
+                        serde_json::to_value(ls_types::TextDocumentChangeRegistrationOptions {
                             document_selector: Some(selectors.clone()),
                             sync_kind: TextDocumentSyncKind::FULL,
                         })
                         .expect("failed to serialize LSP document registration options"),
                     ),
                 },
-                lsp_types::Registration {
+                ls_types::Registration {
                     id: "zizmor-didsave".into(),
                     method: "textDocument/didSave".into(),
                     register_options: Some(
-                        serde_json::to_value(lsp_types::TextDocumentSaveRegistrationOptions {
+                        serde_json::to_value(ls_types::TextDocumentSaveRegistrationOptions {
                             include_text: Some(true),
                             text_document_registration_options:
-                                lsp_types::TextDocumentRegistrationOptions {
+                                ls_types::TextDocumentRegistrationOptions {
                                     document_selector: Some(selectors.clone()),
                                 },
                         })
                         .expect("failed to serialize LSP document registration options"),
                     ),
                 },
-                lsp_types::Registration {
+                ls_types::Registration {
                     id: "zizmor-didclose".into(),
                     method: "textDocument/didClose".into(),
                     register_options: Some(
-                        serde_json::to_value(lsp_types::TextDocumentRegistrationOptions {
+                        serde_json::to_value(ls_types::TextDocumentRegistrationOptions {
                             document_selector: Some(selectors),
                         })
                         .expect("failed to serialize LSP document registration options"),
@@ -130,7 +130,7 @@ impl LanguageServer for Backend {
             .expect("failed to register text document capabilities with the LSP client");
 
         self.client
-            .log_message(lsp_types::MessageType::INFO, "server initialized!")
+            .log_message(ls_types::MessageType::INFO, "server initialized!")
             .await;
     }
 
@@ -139,7 +139,7 @@ impl LanguageServer for Backend {
         Ok(())
     }
 
-    async fn did_open(&self, params: lsp_types::DidOpenTextDocumentParams) {
+    async fn did_open(&self, params: ls_types::DidOpenTextDocumentParams) {
         tracing::debug!("did_open: {:?}", params);
         self.audit(LspDocumentCommon {
             uri: params.text_document.uri,
@@ -149,7 +149,7 @@ impl LanguageServer for Backend {
         .await;
     }
 
-    async fn did_change(&self, params: lsp_types::DidChangeTextDocumentParams) {
+    async fn did_change(&self, params: ls_types::DidChangeTextDocumentParams) {
         tracing::debug!("did_change: {:?}", params);
         let mut params = params;
         let Some(change) = params.content_changes.pop() else {
@@ -164,7 +164,7 @@ impl LanguageServer for Backend {
         .await;
     }
 
-    async fn did_save(&self, params: lsp_types::DidSaveTextDocumentParams) {
+    async fn did_save(&self, params: ls_types::DidSaveTextDocumentParams) {
         tracing::debug!("did_save: {:?}", params);
         if let Some(text) = params.text {
             self.audit(LspDocumentCommon {
@@ -217,15 +217,15 @@ impl Backend {
             .iter()
             .map(|finding| {
                 let primary = finding.primary_location();
-                lsp_types::Diagnostic {
-                    range: lsp_types::Range {
+                ls_types::Diagnostic {
+                    range: ls_types::Range {
                         start: primary.concrete.location.start_point.into(),
                         end: primary.concrete.location.end_point.into(),
                     },
                     severity: Some(finding.determinations.severity.into()),
-                    code: Some(lsp_types::NumberOrString::String(finding.ident.into())),
-                    code_description: Some(lsp_types::CodeDescription {
-                        href: lsp_types::Uri::from_str(finding.url)
+                    code: Some(ls_types::NumberOrString::String(finding.ident.into())),
+                    code_description: Some(ls_types::CodeDescription {
+                        href: ls_types::Uri::from_str(finding.url)
                             .expect("finding contains an invalid URL somehow"),
                     }),
                     source: Some("zizmor".into()),
@@ -248,25 +248,25 @@ impl Backend {
     async fn audit(&self, params: LspDocumentCommon) {
         if let Err(e) = self.audit_inner(params).await {
             self.client
-                .log_message(lsp_types::MessageType::ERROR, format!("audit failed: {e}"))
+                .log_message(ls_types::MessageType::ERROR, format!("audit failed: {e}"))
                 .await;
         }
     }
 }
 
-impl From<Severity> for lsp_types::DiagnosticSeverity {
+impl From<Severity> for ls_types::DiagnosticSeverity {
     fn from(value: Severity) -> Self {
         // TODO: Does this mapping make sense?
         match value {
-            Severity::Informational => lsp_types::DiagnosticSeverity::INFORMATION,
-            Severity::Low => lsp_types::DiagnosticSeverity::WARNING,
-            Severity::Medium => lsp_types::DiagnosticSeverity::WARNING,
-            Severity::High => lsp_types::DiagnosticSeverity::ERROR,
+            Severity::Informational => ls_types::DiagnosticSeverity::INFORMATION,
+            Severity::Low => ls_types::DiagnosticSeverity::WARNING,
+            Severity::Medium => ls_types::DiagnosticSeverity::WARNING,
+            Severity::High => ls_types::DiagnosticSeverity::ERROR,
         }
     }
 }
 
-impl From<Point> for lsp_types::Position {
+impl From<Point> for ls_types::Position {
     fn from(value: Point) -> Self {
         Self {
             line: value.row as u32,
diff --git a/crates/zizmor/src/main.rs b/crates/zizmor/src/main.rs
index 614cf626..620ad0f5 100644
--- a/crates/zizmor/src/main.rs
+++ b/crates/zizmor/src/main.rs
@@ -118,6 +118,15 @@ struct App {
     #[arg(long, value_enum, default_value_t)]
     format: OutputFormat,
 
+    /// Whether to render OSC 8 links in the output.
+    ///
+    /// This affects links under audit IDs, as well as any links
+    /// produced by audit rules.
+    ///
+    /// Only affects `--format=plain` (the default).
+    #[arg(long, value_enum, default_value_t, env = "ZIZMOR_RENDER_LINKS")]
+    render_links: CliRenderLinks,
+
     /// Whether to render audit URLs in the output, separately from any URLs
     /// embedded in OSC 8 links.
     ///
@@ -325,6 +334,44 @@ pub(crate) enum OutputFormat {
     Github,
 }
 
+#[derive(Debug, Default, Copy, Clone, ValueEnum)]
+pub(crate) enum CliRenderLinks {
+    /// Render OSC 8 links in output if support is detected.
+    #[default]
+    Auto,
+    /// Always render OSC 8 links in output.
+    Always,
+    /// Never render OSC 8 links in output.
+    Never,
+}
+
+#[derive(Debug, Copy, Clone)]
+pub(crate) enum RenderLinks {
+    Always,
+    Never,
+}
+
+impl From<CliRenderLinks> for RenderLinks {
+    fn from(value: CliRenderLinks) -> Self {
+        match value {
+            CliRenderLinks::Auto => {
+                // We render links if stdout is a terminal. This is assumed
+                // to preclude CI environments and log files.
+                //
+                // TODO: Switch this to the support-hyperlinks crate?
+                // See: https://github.com/zkat/supports-hyperlinks/pull/8
+                if stdout().is_terminal() {
+                    RenderLinks::Always
+                } else {
+                    RenderLinks::Never
+                }
+            }
+            CliRenderLinks::Always => RenderLinks::Always,
+            CliRenderLinks::Never => RenderLinks::Never,
+        }
+    }
+}
+
 #[derive(Debug, Default, Copy, Clone, ValueEnum)]
 pub(crate) enum CliShowAuditUrls {
     /// Render audit URLs in output automatically based on output format and runtime context.
@@ -641,6 +688,7 @@ async fn run(app: &mut App) -> Result<ExitCode, Error> {
                 ColorMode::Never
             } else if std::env::var("FORCE_COLOR").is_ok()
                 || std::env::var("CLICOLOR_FORCE").is_ok()
+                || utils::is_ci()
             {
                 ColorMode::Always
             } else {
@@ -816,6 +864,7 @@ async fn run(app: &mut App) -> Result<ExitCode, Error> {
             &registry,
             &results,
             &app.show_audit_urls.into(),
+            &app.render_links.into(),
             app.naches,
         ),
         OutputFormat::Json | OutputFormat::JsonV1 => {
@@ -920,6 +969,16 @@ async fn main() -> ExitCode {
                     Some(report)
                 }
                 Error::Collection(err) => match err.inner() {
+                    CollectionError::NoInputs => {
+                        let group = Group::with_title(Level::ERROR.primary_title(err.to_string()))
+                            .element(Level::HELP.message("collection yielded no auditable inputs"))
+                            .element(Level::HELP.message("inputs must contain at least one valid workflow, action, or Dependabot config"));
+
+                        let renderer = Renderer::styled();
+                        let report = renderer.render(&[group]);
+
+                        Some(report)
+                    }
                     CollectionError::DuplicateInput(..) => {
                         let group = Group::with_title(Level::ERROR.primary_title(err.to_string()))
                             .element(Level::HELP.message(format!(
diff --git a/crates/zizmor/src/output/plain.rs b/crates/zizmor/src/output/plain.rs
index d9227e0c..e10749c6 100644
--- a/crates/zizmor/src/output/plain.rs
+++ b/crates/zizmor/src/output/plain.rs
@@ -7,7 +7,7 @@ use anstream::{eprintln, print, println};
 use owo_colors::OwoColorize;
 
 use crate::{
-    ShowAuditUrls,
+    RenderLinks, ShowAuditUrls,
     finding::{
         Finding, Severity,
         location::{Location, LocationKind},
@@ -44,6 +44,7 @@ impl From<&Severity> for Level<'_> {
 pub(crate) fn finding_snippets<'doc>(
     registry: &'doc InputRegistry,
     finding: &'doc Finding<'doc>,
+    render_links_mode: &RenderLinks,
 ) -> Vec<Snippet<'doc, Annotation<'doc>>> {
     // Our finding might span multiple workflows, so we need to group locations
     // by their enclosing workflow to generate each snippet correctly.
@@ -68,15 +69,20 @@ pub(crate) fn finding_snippets<'doc>(
     for (input_key, locations) in locations_by_workflow {
         let input = registry.get_input(input_key);
 
+        let path = match render_links_mode {
+            RenderLinks::Always => input.link().unwrap_or(input_key.presentation_path()),
+            RenderLinks::Never => input_key.presentation_path(),
+        };
+
         snippets.push(
             Snippet::source(input.as_document().source())
                 .fold(true)
                 .line_start(1)
-                .path(input.link().unwrap_or(input_key.presentation_path()))
+                .path(path)
                 .annotations(locations.iter().map(|loc| {
-                    let annotation = match loc.symbolic.link {
-                        Some(ref link) => link,
-                        None => &loc.symbolic.annotation,
+                    let annotation = match (loc.symbolic.link.as_deref(), render_links_mode) {
+                        (Some(link), RenderLinks::Always) => link,
+                        _ => &loc.symbolic.annotation,
                     };
 
                     AnnotationKind::from(loc.symbolic.kind)
@@ -96,10 +102,11 @@ pub(crate) fn render_findings(
     registry: &InputRegistry,
     findings: &FindingRegistry,
     show_urls_mode: &ShowAuditUrls,
+    render_links_mode: &RenderLinks,
     naches_mode: bool,
 ) {
     for finding in findings.findings() {
-        render_finding(registry, finding, show_urls_mode);
+        render_finding(registry, finding, show_urls_mode, render_links_mode);
         println!();
     }
 
@@ -192,11 +199,19 @@ pub(crate) fn render_findings(
     }
 }
 
-fn render_finding(registry: &InputRegistry, finding: &Finding, show_urls_mode: &ShowAuditUrls) {
-    let title = Level::from(&finding.determinations.severity)
+fn render_finding(
+    registry: &InputRegistry,
+    finding: &Finding,
+    show_urls_mode: &ShowAuditUrls,
+    render_links_mode: &RenderLinks,
+) {
+    let mut title = Level::from(&finding.determinations.severity)
         .primary_title(finding.desc)
-        .id(finding.ident)
-        .id_url(finding.url);
+        .id(finding.ident);
+
+    if matches!(render_links_mode, RenderLinks::Always) {
+        title = title.id_url(finding.url);
+    }
 
     let confidence = format!(
         "audit confidence → {:?}",
@@ -204,7 +219,7 @@ fn render_finding(registry: &InputRegistry, finding: &Finding, show_urls_mode: &
     );
 
     let mut group = Group::with_title(title)
-        .elements(finding_snippets(registry, finding))
+        .elements(finding_snippets(registry, finding, render_links_mode))
         .element(Level::NOTE.message(confidence));
 
     if let Some(tip) = &finding.tip {
diff --git a/crates/zizmor/src/utils.rs b/crates/zizmor/src/utils.rs
index 9992cee4..fec05a3f 100644
--- a/crates/zizmor/src/utils.rs
+++ b/crates/zizmor/src/utils.rs
@@ -4,12 +4,8 @@ use anyhow::{Error, anyhow};
 use camino::Utf8Path;
 use github_actions_expressions::context::{Context, ContextPattern};
 use github_actions_models::common::{Env, expr::LoE};
-use jsonschema::{
-    BasicOutput::{Invalid, Valid},
-    Validator,
-    output::{ErrorDescription, OutputUnit},
-    validator_for,
-};
+use jsonschema::ErrorEntry;
+use jsonschema::{Validator, validator_for};
 use std::ops::{Deref, Range};
 use std::{fmt::Write, sync::LazyLock};
 
@@ -307,11 +303,11 @@ pub(crate) static DEFAULT_ENVIRONMENT_VARIABLES: &[(
     ),
 ];
 
-fn parse_validation_errors(errors: Vec<OutputUnit<ErrorDescription>>) -> Error {
+fn parse_validation_errors(errors: Vec<ErrorEntry<'_>>) -> Error {
     let mut message = String::new();
 
     for error in errors {
-        let description = error.error_description().to_string();
+        let description = error.error.to_string();
         // HACK: error descriptions are sometimes a long rats' nest
         // of JSON objects. We should render this in a palatable way
         // but doing so is nontrivial, so we just skip them for now.
@@ -319,7 +315,7 @@ fn parse_validation_errors(errors: Vec<OutputUnit<ErrorDescription>>) -> Error {
         // the error for an unmatched "oneOf", so these errors are
         // typically less useful anyways.
         if !description.starts_with("{") {
-            let location = error.instance_location().as_str();
+            let location = error.instance_location.as_str();
             if location.is_empty() {
                 writeln!(message, "{description}").expect("I/O on a String failed");
             } else {
@@ -379,18 +375,19 @@ where
                 // 2. The input is semantically invalid, and the user
                 //    needs to fix it.
                 // We the JSON schema `validator` to separate these.
-                Ok(raw_value) => match validator
-                    .apply(
+                Ok(raw_value) => {
+                    let evaluation = validator.evaluate(
                         &serde_json::to_value(&raw_value)
                             .map_err(|e| CollectionError::Syntax(e.into()))?,
-                    )
-                    .basic()
-                {
-                    Valid(_) => Err(e.into()),
-                    Invalid(errors) => {
+                    );
+
+                    if evaluation.flag().valid {
+                        Err(e.into())
+                    } else {
+                        let errors = evaluation.iter_errors().collect::<Vec<_>>();
                         Err(CollectionError::Schema(parse_validation_errors(errors)))
                     }
-                },
+                }
                 // Syntax error.
                 Err(e) => Err(CollectionError::Syntax(e.into())),
             }
diff --git a/crates/zizmor/tests/integration/audit/anonymous_definition.rs b/crates/zizmor/tests/integration/audit/anonymous_definition.rs
index 46feceb1..363e01ac 100644
--- a/crates/zizmor/tests/integration/audit/anonymous_definition.rs
+++ b/crates/zizmor/tests/integration/audit/anonymous_definition.rs
@@ -7,7 +7,7 @@ fn test_regular_persona() -> anyhow::Result<()> {
         zizmor()
             .input(input_under_test("anonymous-definition.yml"))
             .run()?,
-        @r"No findings to report. Good job! (2 suppressed)"
+        @"No findings to report. Good job! (2 suppressed)"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/concurrency_limits.rs b/crates/zizmor/tests/integration/audit/concurrency_limits.rs
index c4a5a6f9..29ff0add 100644
--- a/crates/zizmor/tests/integration/audit/concurrency_limits.rs
+++ b/crates/zizmor/tests/integration/audit/concurrency_limits.rs
@@ -80,28 +80,28 @@ fn test_jobs_missing_no_cancel() -> anyhow::Result<()> {
             .args(["--persona=pedantic"])
             .run()?,
         @r"
-  help[concurrency-limits]: insufficient job-level concurrency limits
-   --> @@INPUT@@:9:5
-    |
-  9 |     concurrency: group
-    |     ^^^^^^^^^^^^^^^^^^ job concurrency is missing cancel-in-progress
-    |
-    = note: audit confidence → High
+    help[concurrency-limits]: insufficient job-level concurrency limits
+     --> @@INPUT@@:9:5
+      |
+    9 |     concurrency: group
+      |     ^^^^^^^^^^^^^^^^^^ job concurrency is missing cancel-in-progress
+      |
+      = note: audit confidence → High
 
-  help[concurrency-limits]: insufficient job-level concurrency limits
-    --> @@INPUT@@:1:1
-     |
-   1 | / name: Workflow with job 1 missing cancel-in-progress and job 2 missing concurrency
-   2 | | on: push
-   3 | | permissions: {}
-  ...  |
-  17 | |     - name: 2-ok
-  18 | |       run: echo ok
-     | |___________________^ missing concurrency setting
-     |
-     = note: audit confidence → High
+    help[concurrency-limits]: insufficient job-level concurrency limits
+      --> @@INPUT@@:1:1
+       |
+     1 | / name: Workflow with job 1 missing cancel-in-progress and job 2 missing concurrency
+     2 | | on: push
+     3 | | permissions: {}
+    ...  |
+    17 | |     - name: 2-ok
+    18 | |       run: echo ok
+       | |___________________^ missing concurrency setting
+       |
+       = note: audit confidence → High
 
-  2 findings: 0 informational, 2 low, 0 medium, 0 high
+    2 findings: 0 informational, 2 low, 0 medium, 0 high
     "
     );
 
diff --git a/crates/zizmor/tests/integration/audit/dependabot_cooldown.rs b/crates/zizmor/tests/integration/audit/dependabot_cooldown.rs
index e4bf9900..64880b9c 100644
--- a/crates/zizmor/tests/integration/audit/dependabot_cooldown.rs
+++ b/crates/zizmor/tests/integration/audit/dependabot_cooldown.rs
@@ -165,7 +165,7 @@ fn test_config_short_cooldown_permitted() -> anyhow::Result<()> {
             .input(input_under_test("dependabot-cooldown/default-days-too-short/dependabot.yml"))
             .config(input_under_test("dependabot-cooldown/configs/cooldown-one-day.yml"))
             .run()?,
-        @r"No findings to report. Good job!"
+        @"No findings to report. Good job!"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/impostor_commit.rs b/crates/zizmor/tests/integration/audit/impostor_commit.rs
index 5bada037..2c982f8b 100644
--- a/crates/zizmor/tests/integration/audit/impostor_commit.rs
+++ b/crates/zizmor/tests/integration/audit/impostor_commit.rs
@@ -1,9 +1,6 @@
 use crate::common::{input_under_test, zizmor};
 
-#[cfg_attr(
-    any(not(feature = "gh-token-tests"), not(feature = "slow-tests")),
-    ignore
-)]
+#[cfg_attr(not(feature = "gh-token-tests"), ignore)]
 #[test]
 fn test_regular_persona() -> anyhow::Result<()> {
     insta::assert_snapshot!(
diff --git a/crates/zizmor/tests/integration/audit/ref_confusion.rs b/crates/zizmor/tests/integration/audit/ref_confusion.rs
index f3db36bb..3d8a4eff 100644
--- a/crates/zizmor/tests/integration/audit/ref_confusion.rs
+++ b/crates/zizmor/tests/integration/audit/ref_confusion.rs
@@ -33,7 +33,7 @@ fn test_issue_518_repro() -> Result<()> {
             .input(input_under_test("ref-confusion/issue-518-repro.yml"))
             .offline(false)
             .run()?,
-        @r"No findings to report. Good job! (1 ignored, 1 suppressed)"
+        @"No findings to report. Good job! (1 ignored, 1 suppressed)"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/ref_version_mismatch.rs b/crates/zizmor/tests/integration/audit/ref_version_mismatch.rs
index e5c59e57..3a80078d 100644
--- a/crates/zizmor/tests/integration/audit/ref_version_mismatch.rs
+++ b/crates/zizmor/tests/integration/audit/ref_version_mismatch.rs
@@ -42,7 +42,7 @@ fn test_nested_annotated_tags() -> Result<()> {
                 "ref-version-mismatch/nested-annotated-tags.yml"
             ))
             .run()?,
-        @r"No findings to report. Good job! (1 suppressed)"
+        @"No findings to report. Good job! (1 suppressed)"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/self_hosted_runner.rs b/crates/zizmor/tests/integration/audit/self_hosted_runner.rs
index a18a7189..68869ab9 100644
--- a/crates/zizmor/tests/integration/audit/self_hosted_runner.rs
+++ b/crates/zizmor/tests/integration/audit/self_hosted_runner.rs
@@ -30,7 +30,7 @@ fn test_self_hosted_default() -> Result<()> {
         zizmor()
             .input(input_under_test("self-hosted.yml"))
             .run()?,
-        @r"No findings to report. Good job! (1 suppressed)"
+        @"No findings to report. Good job! (1 suppressed)"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/template_injection.rs b/crates/zizmor/tests/integration/audit/template_injection.rs
index e90e5f0c..504f2c48 100644
--- a/crates/zizmor/tests/integration/audit/template_injection.rs
+++ b/crates/zizmor/tests/integration/audit/template_injection.rs
@@ -183,7 +183,7 @@ fn test_issue_418_repro() -> Result<()> {
         zizmor()
             .input(input_under_test("template-injection/issue-418-repro.yml"))
             .run()?,
-        @r"No findings to report. Good job! (3 suppressed)"
+        @"No findings to report. Good job! (3 suppressed)"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/undocumented_permissions.rs b/crates/zizmor/tests/integration/audit/undocumented_permissions.rs
index e13003de..04b93cf4 100644
--- a/crates/zizmor/tests/integration/audit/undocumented_permissions.rs
+++ b/crates/zizmor/tests/integration/audit/undocumented_permissions.rs
@@ -64,7 +64,7 @@ fn test_undocumented_permissions_default() -> Result<()> {
         zizmor()
             .input(input_under_test("undocumented-permissions.yml"))
             .run()?,
-        @r"No findings to report. Good job! (5 suppressed)"
+        @"No findings to report. Good job! (5 suppressed)"
     );
 
     Ok(())
@@ -78,7 +78,7 @@ fn test_documented_permissions_pedantic() -> Result<()> {
             .input(input_under_test("undocumented-permissions/documented.yml"))
             .args(["--persona=pedantic"])
             .run()?,
-        @r"No findings to report. Good job! (1 ignored)"
+        @"No findings to report. Good job! (1 ignored)"
     );
 
     Ok(())
@@ -94,7 +94,7 @@ fn test_contents_read_only_pedantic() -> Result<()> {
             ))
             .args(["--persona=pedantic"])
             .run()?,
-        @r"No findings to report. Good job!"
+        @"No findings to report. Good job!"
     );
 
     Ok(())
@@ -110,7 +110,7 @@ fn test_empty_permissions_pedantic() -> Result<()> {
             ))
             .args(["--persona=pedantic"])
             .run()?,
-        @r"No findings to report. Good job!"
+        @"No findings to report. Good job!"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/unpinned_uses.rs b/crates/zizmor/tests/integration/audit/unpinned_uses.rs
index a7415610..830a741f 100644
--- a/crates/zizmor/tests/integration/audit/unpinned_uses.rs
+++ b/crates/zizmor/tests/integration/audit/unpinned_uses.rs
@@ -114,7 +114,7 @@ fn test_issue_659_repro() -> Result<()> {
             .input(input_under_test("unpinned-uses/issue-659-repro.yml"))
             .args(["--pedantic"])
             .run()?,
-        @r"No findings to report. Good job!"
+        @"No findings to report. Good job!"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/audit/use_trusted_publishing.rs b/crates/zizmor/tests/integration/audit/use_trusted_publishing.rs
index 7eaadc60..a5daad60 100644
--- a/crates/zizmor/tests/integration/audit/use_trusted_publishing.rs
+++ b/crates/zizmor/tests/integration/audit/use_trusted_publishing.rs
@@ -357,7 +357,7 @@ fn test_issue_1191_repro() -> Result<()> {
                 "use-trusted-publishing/issue-1191-repro.yml"
             ))
             .run()?,
-        @r"No findings to report. Good job! (3 suppressed)"
+        @"No findings to report. Good job! (3 suppressed)"
     );
 
     Ok(())
diff --git a/crates/zizmor/tests/integration/common.rs b/crates/zizmor/tests/integration/common.rs
index 6ae9f233..52cfcb1b 100644
--- a/crates/zizmor/tests/integration/common.rs
+++ b/crates/zizmor/tests/integration/common.rs
@@ -42,6 +42,7 @@ pub struct Zizmor {
     stdin: Option<String>,
     unbuffer: bool,
     offline: bool,
+    gh_token: bool,
     inputs: Vec<String>,
     config: Option<String>,
     no_config: bool,
@@ -53,13 +54,19 @@ pub struct Zizmor {
 impl Zizmor {
     /// Create a new zizmor runner.
     pub fn new() -> Self {
-        let cmd = Command::new(cargo::cargo_bin!());
+        let mut cmd = Command::new(cargo::cargo_bin!());
+
+        // Our child `zizmor` process starts with a clean environment, to
+        // ensure we explicitly test interactions with things like `CI`
+        // and `GH_TOKEN`.
+        cmd.env_clear();
 
         Self {
             cmd,
             stdin: None,
             unbuffer: false,
             offline: true,
+            gh_token: true,
             inputs: vec![],
             config: None,
             no_config: false,
@@ -84,11 +91,6 @@ impl Zizmor {
         self
     }
 
-    pub fn unsetenv(mut self, key: &str) -> Self {
-        self.cmd.env_remove(key);
-        self
-    }
-
     pub fn input(mut self, input: impl Into<String>) -> Self {
         self.inputs.push(input.into());
         self
@@ -114,6 +116,11 @@ impl Zizmor {
         self
     }
 
+    pub fn gh_token(mut self, flag: bool) -> Self {
+        self.gh_token = flag;
+        self
+    }
+
     pub fn output(mut self, output: OutputMode) -> Self {
         self.output = output;
         self
@@ -147,7 +154,12 @@ impl Zizmor {
         } else {
             // If we're running in online mode, we pre-assert the
             // presence of GH_TOKEN to make configuration failures more obvious.
-            std::env::var("GH_TOKEN").context("online tests require GH_TOKEN to be set")?;
+            let token =
+                std::env::var("GH_TOKEN").context("online tests require GH_TOKEN to be set")?;
+
+            if self.gh_token {
+                self.cmd.env("GH_TOKEN", token);
+            }
         }
 
         if self.no_config && self.config.is_some() {
diff --git a/crates/zizmor/tests/integration/config.rs b/crates/zizmor/tests/integration/config.rs
index 5d428072..70b5a73d 100644
--- a/crates/zizmor/tests/integration/config.rs
+++ b/crates/zizmor/tests/integration/config.rs
@@ -164,6 +164,31 @@ fn test_discovers_config_in_dotgithub() -> anyhow::Result<()> {
     Ok(())
 }
 
+/// Ensures we correctly discover a `zizmor.yaml` configuration file in a `.github`
+/// subdirectory of a given input directory, i.e.
+/// `config-in-dotgithub/.github/zizmor.yaml` in this case.
+///
+/// This tests that both `.yml` and `.yaml` extensions are supported.
+#[test]
+fn test_discovers_dotyaml_config_in_dotgithub() -> anyhow::Result<()> {
+    insta::assert_snapshot!(
+        zizmor()
+            .input(input_under_test("config-scenarios/dotyaml-config-in-dotgithub"))
+            .setenv("RUST_LOG", "zizmor::config=debug")
+            .output(OutputMode::Both)
+            .run()?,
+        @r"
+    🌈 zizmor v@@VERSION@@
+    DEBUG zizmor::config: discovering config for local input `@@INPUT@@`
+    DEBUG zizmor::config: attempting config discovery in `@@INPUT@@`
+    DEBUG zizmor::config: found config candidate at `@@INPUT@@/.github/zizmor.yaml`
+    No findings to report. Good job! (1 ignored, 2 suppressed)
+    ",
+    );
+
+    Ok(())
+}
+
 /// Ensures we correctly discover a configuration file in a `.github`
 /// subdirectory from an input filename, i.e. going from
 /// `config-in-dotgithub/.github/workflows/hackme.yml`
diff --git a/crates/zizmor/tests/integration/e2e.rs b/crates/zizmor/tests/integration/e2e.rs
index 1ce49aec..fc56c027 100644
--- a/crates/zizmor/tests/integration/e2e.rs
+++ b/crates/zizmor/tests/integration/e2e.rs
@@ -83,13 +83,21 @@ fn menagerie() -> Result<()> {
 
 #[test]
 fn color_control_basic() -> Result<()> {
-    // No terminal, so no color by default.
+    // No terminal and not CI, so no color by default.
     let no_color_default_output = zizmor()
         .output(OutputMode::Both)
         .input(input_under_test("e2e-menagerie"))
         .run()?;
     assert!(!no_color_default_output.contains("\x1b["));
 
+    // No terminal but CI, so color by default.
+    let color_default_ci_output = zizmor()
+        .setenv("CI", "true")
+        .output(OutputMode::Both)
+        .input(input_under_test("e2e-menagerie"))
+        .run()?;
+    assert!(color_default_ci_output.contains("\x1b["));
+
     // Force color via --color=always.
     let forced_color_via_arg_output = zizmor()
         .output(OutputMode::Both)
@@ -251,6 +259,25 @@ fn invalid_inputs() -> Result<()> {
         );
     }
 
+    insta::assert_snapshot!(
+        zizmor()
+            .expects_failure(true)
+            .input(input_under_test("invalid/empty/"))
+            .args(["--strict-collection"])
+            .run()?,
+        @r"
+    🌈 zizmor v@@VERSION@@
+    fatal: no audit was performed
+    error: no inputs collected
+      |
+      = help: collection yielded no auditable inputs
+      = help: inputs must contain at least one valid workflow, action, or Dependabot config
+
+    Caused by:
+        no inputs collected
+    "
+    );
+
     Ok(())
 }
 
@@ -291,7 +318,13 @@ fn test_issue_1394() -> Result<()> {
     🌈 zizmor v@@VERSION@@
      WARN collect_inputs: zizmor::registry::input: failed to parse input: jobs.demo.steps[0]: duplicate entry with key "env" at line 10 column 9
     fatal: no audit was performed
-    no inputs collected
+    error: no inputs collected
+      |
+      = help: collection yielded no auditable inputs
+      = help: inputs must contain at least one valid workflow, action, or Dependabot config
+
+    Caused by:
+        no inputs collected
     "#
     );
 
@@ -575,7 +608,6 @@ fn test_cant_retrieve_offline() -> Result<()> {
         zizmor()
             .expects_failure(true)
             .offline(true)
-            .unsetenv("GH_TOKEN")
             .args(["pypa/sampleproject"])
             .run()?,
         @r"
@@ -601,7 +633,7 @@ fn test_cant_retrieve_no_gh_token() -> Result<()> {
         zizmor()
             .expects_failure(true)
             .offline(false)
-            .unsetenv("GH_TOKEN")
+            .gh_token(false)
             .args(["pypa/sampleproject"])
             .run()?,
         @r"
diff --git a/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict-2.snap b/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict-2.snap
index 82f9916b..e755d64a 100644
--- a/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict-2.snap
+++ b/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict-2.snap
@@ -5,4 +5,10 @@ expression: "zizmor().expects_failure(true).input(input_under_test(&format!(\"in
 🌈 zizmor v@@VERSION@@
  WARN collect_inputs: zizmor::registry::input: failed to validate input as action: input does not match expected validation schema
 fatal: no audit was performed
-no inputs collected
+error: no inputs collected
+  |
+  = help: collection yielded no auditable inputs
+  = help: inputs must contain at least one valid workflow, action, or Dependabot config
+
+Caused by:
+    no inputs collected
diff --git a/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict.snap b/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict.snap
index 3fcc2c3a..e4265e31 100644
--- a/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict.snap
+++ b/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_input_not_strict.snap
@@ -5,4 +5,10 @@ expression: "zizmor().expects_failure(true).input(input_under_test(&format!(\"in
 🌈 zizmor v@@VERSION@@
  WARN collect_inputs: zizmor::registry::input: failed to validate input as workflow: input does not match expected validation schema
 fatal: no audit was performed
-no inputs collected
+error: no inputs collected
+  |
+  = help: collection yielded no auditable inputs
+  = help: inputs must contain at least one valid workflow, action, or Dependabot config
+
+Caused by:
+    no inputs collected
diff --git a/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_inputs-2.snap b/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_inputs-2.snap
index c614fbcf..5e6c4d95 100644
--- a/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_inputs-2.snap
+++ b/crates/zizmor/tests/integration/snapshots/integration__e2e__invalid_inputs-2.snap
@@ -8,5 +8,5 @@ failed to load file://@@INPUT@@ as workflow
 
 Caused by:
     0: input does not match expected validation schema
-    1: on.workflow_call.inputs.input: "type" is a required property
-       Additional properties are not allowed ('boom' was unexpected)
+    1: Additional properties are not allowed ('boom' was unexpected)
+       on.workflow_call.inputs.input: "type" is a required property
diff --git a/crates/zizmor/tests/integration/test-data/config-scenarios/dotyaml-config-in-dotgithub/.github/workflows/hackme.yml b/crates/zizmor/tests/integration/test-data/config-scenarios/dotyaml-config-in-dotgithub/.github/workflows/hackme.yml
new file mode 100644
index 00000000..31714168
--- /dev/null
+++ b/crates/zizmor/tests/integration/test-data/config-scenarios/dotyaml-config-in-dotgithub/.github/workflows/hackme.yml
@@ -0,0 +1,16 @@
+name: hackme
+on:
+  issues:
+
+permissions: {}
+
+jobs:
+  inject-me:
+    name: inject-me
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # tag=v7.0.1
+        with:
+          script: |
+            return "doing a thing: ${{ github.event.issue.title }}"
diff --git a/crates/zizmor/tests/integration/test-data/config-scenarios/dotyaml-config-in-dotgithub/.github/zizmor.yaml b/crates/zizmor/tests/integration/test-data/config-scenarios/dotyaml-config-in-dotgithub/.github/zizmor.yaml
new file mode 100644
index 00000000..9e7be950
--- /dev/null
+++ b/crates/zizmor/tests/integration/test-data/config-scenarios/dotyaml-config-in-dotgithub/.github/zizmor.yaml
@@ -0,0 +1,4 @@
+rules:
+  template-injection:
+    ignore:
+      - hackme.yml
diff --git a/crates/zizmor/tests/integration/test-data/invalid/empty/README.md b/crates/zizmor/tests/integration/test-data/invalid/empty/README.md
new file mode 100644
index 00000000..91cf4265
--- /dev/null
+++ b/crates/zizmor/tests/integration/test-data/invalid/empty/README.md
@@ -0,0 +1,3 @@
+# empty
+
+This is an empty directory, except for this README file.
diff --git a/docs/audits.md b/docs/audits.md
index e0eb892e..b17f3f4c 100644
--- a/docs/audits.md
+++ b/docs/audits.md
@@ -519,7 +519,7 @@ In general, you should enable `cooldown` for all updaters.
 Detects usages of `insecure-external-code-execution` in Dependabot configuration
 files.
 
-By default, Dependabot does not execution code from dependency manifests
+By default, Dependabot does not execute code from dependency manifests
 during updates. However, users can opt in to this behavior by setting
 `#!yaml insecure-external-code-execution: allow` in their Dependabot
 configuration.
diff --git a/docs/configuration.md b/docs/configuration.md
index c9ce0046..8e98129f 100644
--- a/docs/configuration.md
+++ b/docs/configuration.md
@@ -9,7 +9,7 @@ description: zizmor's configuration file and configurable behaviors.
     Configuration support was added in `v0.2.0`.
 
 `zizmor` supports a small amount of configuration via [YAML] config files,
-typically named `zizmor.yml`.
+typically named `zizmor.yml` or `zizmor.yaml`.
 
 [YAML]: https://learnxinyminutes.com/docs/yaml/
 
@@ -41,9 +41,25 @@ typically named `zizmor.yml`.
     * File inputs (e.g. `zizmor path/to/workflow.yml`): `zizmor` performs
       directory discovery starting in the directory containing the given file.
 
-    * Directory inputs (e.g. `zizmor .`): `zizmor` looks for a `zizmor.yml` or
-      `.github/zizmor.yml` in the given directory or any parent, up to the
-      filesystem root or the first `.git` directory.
+    * Directory inputs (e.g. `zizmor .`): `zizmor` looks for a `zizmor.yml`
+      or `zizmor.yaml` file in the given directory, the `.github` child directory,
+      or any parent, up to the filesystem root or the first `.git` directory.
+      
+        !!! example
+        
+            Given an invocation like `zizmor ./repo/`, `zizmor` will attempt
+            to discover configuration files in the following order:
+            
+            1. `./repo/.github/zizmor.yml`
+            2. `./repo/.github/zizmor.yaml`
+            3. `./repo/zizmor.yml`
+            4. `./repo/zizmor.yaml`
+            5. `./repo/../.github/zizmor.yml`
+            6. `./repo/../.github/zizmor.yaml`
+            7. ...and so on, until the filesystem root or a `.git/` directory is found.
+            
+            
+            
 
         !!! note
 
diff --git a/docs/development.md b/docs/development.md
index db5e4448..0f3bd128 100644
--- a/docs/development.md
+++ b/docs/development.md
@@ -172,7 +172,7 @@ See [insta's documentation] for more details.
 
 ## Benchmarking
 
-`zizmor` currently uses [hyperfine](https://github.org/sharkdp/hyperfine)
+`zizmor` currently uses [pytest-codspeed](https://github.com/CodSpeedHQ/pytest-codspeed)
 for command-line benchmarking.
 
 Benchmarks are stored in the top-level `bench/` directory, and can be
@@ -184,27 +184,22 @@ make bench
 ```
 
 We currently run offline benchmarks in the CI and report their results
-to [Bencher](https://bencher.dev/). See
-[our project page](https://bencher.dev/console/projects/zizmor/plots)
-on Bencher for results and trends.
+to [CodSpeed](https://codspeed.io). See
+[our project page](https://codspeed.io/zizmorcore/zizmor)
+on CodSpeed for results and trends.
 
 There are also online benchmarks, but these don't get run automatically.
-To run them, you can pass `GH_TOKEN` to the `bench/benchmark.py` script
-directly:
+To run them, you can set `GH_TOKEN`:
 
 ```bash
-GH_TOKEN=$(gh auth token) uv run bench/benchmark.py
+GH_TOKEN=$(gh auth token) make bench
 ```
 
 ### Adding new benchmarks
 
-`zizmor` currently orchestrates benchmarks with `bench/benchmark.py`,
-which wraps `hyperfine` to add a planning phase.
+Benchmarks are currently written as pytest functions.
 
-Take a look at `bench/benchmarks.json` for the current benchmarks.
-Observe that each benchmark tells `benchmark.py` how to retrieve its
-input as well as provides a `stencil` that the benchmark runner will
-expand to run the benchmark.
+Take a look at `bench/test_*.py` for existing benchmarks.
 
 ## Building the website
 
diff --git a/docs/integrations.md b/docs/integrations.md
index a2e093de..bd552580 100644
--- a/docs/integrations.md
+++ b/docs/integrations.md
@@ -33,12 +33,12 @@ jobs:
       actions: read          # Only needed for private repos. Needed for upload-sarif to read workflow run info.
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           persist-credentials: false
 
       - name: Run zizmor 🌈
-        uses: zizmorcore/zizmor-action@e673c3917a1aef3c65c972347ed84ccd013ecda4 # v0.2.0
+        uses: zizmorcore/zizmor-action@e639db99335bc9038abc0e066dfcd72e23d26fb4 # v0.3.0
 ```
 
 See the action's [`inputs` documentation][inputs-documentation] for
@@ -94,12 +94,12 @@ GitHub Actions setup:
           actions: read          # Only needed for private repos. Needed for upload-sarif to read workflow run info.
         steps:
           - name: Checkout repository
-            uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+            uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
             with:
               persist-credentials: false
 
           - name: Install the latest version of uv
-            uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
+            uses: astral-sh/setup-uv@ed21f2f24f8dd64503750218de024bcf64c7250a # v7.1.5
 
           - name: Run zizmor 🌈
             run: uvx zizmor --format=sarif . > results.sarif # (2)!
@@ -107,7 +107,7 @@ GitHub Actions setup:
               GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} # (1)!
 
           - name: Upload SARIF file
-            uses: github/codeql-action/upload-sarif@4e94bd11f71e507f7f87df81788dff88d1dacbfb # v4.31.0
+            uses: github/codeql-action/upload-sarif@1b168cd39490f61582a9beae412bb7057a6b2c4e # v4.31.8
             with:
               sarif_file: results.sarif
               category: zizmor
@@ -164,10 +164,10 @@ GitHub Actions setup:
           contents: read # Only needed for private repos. Needed to clone the repo.
         steps:
           - name: Checkout repository
-            uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+            uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
 
           - name: Install the latest version of uv
-            uses: astral-sh/setup-uv@85856786d1ce8acfbcc2f13a5f3fbd6b938f9f41 # v7.1.2
+            uses: astral-sh/setup-uv@ed21f2f24f8dd64503750218de024bcf64c7250a # v7.1.5
 
           - name: Run zizmor 🌈
             run: uvx zizmor --format=github . # (2)!
@@ -255,7 +255,7 @@ To do so, add the following to your `.pre-commit-config.yaml` `#!yaml repos:` se
 
 ```yaml
 - repo: https://github.com/zizmorcore/zizmor-pre-commit
-  rev: v1.18.0 # (1)!
+  rev: v1.19.0 # (1)!
   hooks:
   - id: zizmor
 ```
diff --git a/docs/release-notes.md b/docs/release-notes.md
index 9f54073d..c79be398 100644
--- a/docs/release-notes.md
+++ b/docs/release-notes.md
@@ -9,6 +9,13 @@ of `zizmor`.
 
 ## Next (UNRELEASED)
 
+### Enhancements 🌱
+
+* The [excessive-permissions] audit is now aware of the `artifact-metadata`
+  and `models` permissions (#1461)
+
+## 1.19.0
+
 ### New Features 🌈
 
 * **New audit**: [archived-uses] detects usages of archived repositories in
@@ -30,12 +37,37 @@ of `zizmor`.
   
 * zizmor now produces more useful and less ambiguous spans for many findings,
   particularly those from the [anonymous-definition] audit (#1416)
+  
+* zizmor now discovers configuration files named `zizmor.yaml`, in addition
+  to `zizmor.yml` (#1431)
+  
+* zizmor now produces a more useful error message when input collection
+  yields no inputs (#1439)
+
+* The `--render-links` flag now allows users to control `zizmor`'s OSC 8 terminal
+  link rendering behavior. This is particularly useful in environments that
+  advertise themselves as terminals but fail to correctly render or ignore
+  OSC 8 links (#1454)
+ 
+### Performance Improvements 🚄
+
+* The [impostor-commit] audit is now significantly faster on true positives,
+  making true positive detection virtually as fast as true negative detection.
+  In practice, true positive runs are over 100 times faster than before
+  (#1429)
 
 ### Bug Fixes 🐛
 
 * Fixed a bug where the [obfuscation] audit would crash if it encountered
   a CMD shell that was defined outside of the current step block (i.e. 
   as a job or workflow default) (#1418)
+  
+* Fixed a bug where the `opentofu` ecosystem was not recognized in
+  Dependabot configuration files (#1452)
+
+* `--color=always` no longer implies `--render-links=always`, as some
+  environments (like GitHub Actions) support ANSI color codes but fail
+  to handle OSC escapes gracefully (#1454)
 
 ## 1.18.0
 
@@ -1173,7 +1205,7 @@ This is one of `zizmor`'s bigger recent releases! Key enhancements include:
 
 ### What's Changed
 * fix(cli): remove '0 ignored' from another place by @woodruffw in #157
-* perf: speed up impostor-commit's fast path by @woodruffw in #158
+* perf: speed up [impostor-commit]'s fast path by @woodruffw in #158
 * fix(cli): fixup error printing by @woodruffw in #159
 
 ## v0.3.1
@@ -1326,5 +1358,6 @@ This is one of `zizmor`'s bigger recent releases! Key enhancements include:
 [dependabot-cooldown]: ./audits.md#dependabot-cooldown
 [concurrency-limits]: ./audits.md#concurrency-limits
 [archived-uses]: ./audits.md#archived-uses
+[impostor-commit]: ./audits.md#impostor-commit
 
 [exit code]: ./usage.md#exit-codes
diff --git a/docs/snippets/help.txt b/docs/snippets/help.txt
index 0c3cd8fc..49ac502d 100644
--- a/docs/snippets/help.txt
+++ b/docs/snippets/help.txt
@@ -28,6 +28,8 @@ Options:
           Don't show progress bars, even if the terminal supports them
       --format <FORMAT>
           The output format to emit. By default, cargo-style diagnostics will be emitted [default: plain] [possible values: plain, json, json-v1, sarif, github]
+      --render-links <RENDER_LINKS>
+          Whether to render OSC 8 links in the output [env: ZIZMOR_RENDER_LINKS=] [default: auto] [possible values: auto, always, never]
       --show-audit-urls <SHOW_AUDIT_URLS>
           Whether to render audit URLs in the output, separately from any URLs embedded in OSC 8 links [env: ZIZMOR_SHOW_AUDIT_URLS=] [default: auto] [possible values: auto, always, never]
       --color <MODE>
diff --git a/docs/snippets/trophies.md b/docs/snippets/trophies.md
index f95ea312..8c9b1196 100644
--- a/docs/snippets/trophies.md
+++ b/docs/snippets/trophies.md
@@ -24,6 +24,14 @@
         - aio-libs/aiobotocore#1355
 
 
+-   ![](https://github.com/altair-graphql.png?size=40){ width="40" loading=lazy align=left } altair-graphql
+
+    ---
+
+    ??? example "Examples"
+        - altair-graphql/altair@4aa5679f89528c183321a07e387567c13be29f26
+
+
 -   ![](https://github.com/anchore.png?size=40){ width="40" loading=lazy align=left } anchore
 
     ---
@@ -357,6 +365,15 @@
         - docker/compose#12737
 
 
+-   ![](https://github.com/dubzzz.png?size=40){ width="40" loading=lazy align=left } dubzzz
+
+    ---
+
+    ??? example "Examples"
+        - dubzzz/fast-check#6369
+        - dubzzz/fast-check#6370
+
+
 -   ![](https://github.com/earthobservations.png?size=40){ width="40" loading=lazy align=left } earthobservations
 
     ---
@@ -1106,6 +1123,10 @@
     ---
 
     ??? example "Examples"
+        - psf/black#4901
+        - psf/black#4905
+        - psf/black#4906
+        - psf/black#4911
         - psf/cachecontrol#345
 
 
diff --git a/docs/snippets/trophies.txt b/docs/snippets/trophies.txt
index d9a5a225..f631bc34 100644
--- a/docs/snippets/trophies.txt
+++ b/docs/snippets/trophies.txt
@@ -8,6 +8,7 @@ adafruit/circuitpython#9785
 ag2ai/faststream#2398
 aio-libs/aiobotocore#1344
 aio-libs/aiobotocore#1355
+altair-graphql/altair@4aa5679f89528c183321a07e387567c13be29f26
 anchore/vunnel#832
 ansible/ansible-documentation#3188
 apache/airflow#45408
@@ -75,6 +76,8 @@ django/django@86b8058b40145fb5ba4fd859676225f533eca986
 django-commons/django-tasks-scheduler#272
 Diaoul/subliminal#1190
 docker/compose#12737
+dubzzz/fast-check#6369
+dubzzz/fast-check#6370
 earthobservations/wetterdienst#1440
 edgelesssys/contrast#1604
 EFForg/rayhunter#711
@@ -231,6 +234,10 @@ praetorian-inc/noseyparker#228
 prettytable/prettytable#339
 privacyidea/privacyidea#4854
 prometheus/prometheus#16530
+psf/black#4901
+psf/black#4905
+psf/black#4906
+psf/black#4911
 psf/cachecontrol#345
 pubgrub-rs/pubgrub#389
 pyca/service-identity#75
diff --git a/docs/troubleshooting.md b/docs/troubleshooting.md
index 446e1262..8a21c898 100644
--- a/docs/troubleshooting.md
+++ b/docs/troubleshooting.md
@@ -102,7 +102,7 @@ If you run into this issue, you have two options:
     in your repository secrets, you could do:
 
     ```yaml title="example/repoA/.github/workflows/ci.yml" hl_lines="3"
-    - uses: zizmorcore/zizmor-action@e673c3917a1aef3c65c972347ed84ccd013ecda4 # v0.2.0
+    - uses: zizmorcore/zizmor-action@e639db99335bc9038abc0e066dfcd72e23d26fb4 # v0.3.0
       with:
         token: ${{ secrets.ZIZMOR_GH_TOKEN }}
     ```
diff --git a/pyproject.toml b/pyproject.toml
index 6628404f..a9de525a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,4 +16,9 @@ manifest-path = "crates/zizmor/Cargo.toml"
 include = [{ path = "README.md", format = "sdist" }, { path = "LICENSE", format = "sdist" }]
 
 [dependency-groups]
+bench = [
+    "pytest>=9.0.2",
+    "pytest-codspeed>=4.2.0",
+    "urllib3>=2.6.2",
+]
 docs = ["zensical"]
diff --git a/uv.lock b/uv.lock
index 7efc1eb7..cc92b8e7 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2,6 +2,88 @@ version = 1
 revision = 3
 requires-python = ">=3.10"
 
+[[package]]
+name = "cffi"
+version = "2.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pycparser", marker = "implementation_name != 'PyPy'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/eb/56/b1ba7935a17738ae8453301356628e8147c79dbb825bcbc73dc7401f9846/cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529", size = 523588, upload-time = "2025-09-08T23:24:04.541Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/93/d7/516d984057745a6cd96575eea814fe1edd6646ee6efd552fb7b0921dec83/cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44", size = 184283, upload-time = "2025-09-08T23:22:08.01Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/84/ad6a0b408daa859246f57c03efd28e5dd1b33c21737c2db84cae8c237aa5/cffi-2.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49", size = 180504, upload-time = "2025-09-08T23:22:10.637Z" },
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 name = "zensical"
 version = "0.0.10"
@@ -210,6 +436,11 @@ name = "zizmor"
 source = { editable = "." }
 
 [package.dev-dependencies]
+bench = [
+    { name = "pytest" },
+    { name = "pytest-codspeed" },
+    { name = "urllib3" },
+]
 docs = [
     { name = "zensical" },
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@@ -217,4 +448,9 @@ docs = [
 [package.metadata]
 
 [package.metadata.requires-dev]
+bench = [
+    { name = "pytest", specifier = ">=9.0.2" },
+    { name = "pytest-codspeed", specifier = ">=4.2.0" },
+    { name = "urllib3", specifier = ">=2.6.2" },
+]
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