diff --git a/.github/workflows/github-actionlint.yml b/.github/workflows/github-actionlint.yml
index 1dcfcf8..544a175 100644
--- a/.github/workflows/github-actionlint.yml
+++ b/.github/workflows/github-actionlint.yml
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -54,7 +54,7 @@ jobs:
           persist-credentials: false
       - name: "Check workflow files"
         # yamllint disable rule:line-length
-        uses: "docker://rhysd/actionlint:1.7.1@sha256:435ecdb63b1169e80ca3e136290072548c07fc4d76a044cf5541021712f8f344" # v1.7.1
+        uses: "docker://rhysd/actionlint:1.7.12@sha256:b1934ee5f1c509618f2508e6eb47ee0d3520686341fec936f3b79331f9315667" # v1.7.12
         # yamllint enable rule:line-length
         with:
           args: "-color"
diff --git a/.github/workflows/pre-commit-config.yml b/.github/workflows/pre-commit-config.yml
index a4323ec..c6ef745 100644
--- a/.github/workflows/pre-commit-config.yml
+++ b/.github/workflows/pre-commit-config.yml
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -36,7 +36,7 @@ jobs:
     # yamllint enable rule:line-length
     with:
       check: "pre-commit-config"
-      group: "pre-commit"
+      group: "prek"
       sparse-checkout: |
         .pre-commit-config.yaml
 ...
diff --git a/.github/workflows/pre-commit-hooks.yml b/.github/workflows/pre-commit-hooks.yml
index 7290ee3..2ea2311 100644
--- a/.github/workflows/pre-commit-hooks.yml
+++ b/.github/workflows/pre-commit-hooks.yml
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -36,7 +36,7 @@ jobs:
     # yamllint enable rule:line-length
     with:
       check: "pre-commit-hooks"
-      group: "pre-commit"
+      group: "prek"
       sparse-checkout: |
         .pre-commit-hooks.yaml
 ...
diff --git a/.github/workflows/release-slsa-provenance-reusable.yml b/.github/workflows/release-slsa-provenance-reusable.yml
index 06bf560..945d8f9 100644
--- a/.github/workflows/release-slsa-provenance-reusable.yml
+++ b/.github/workflows/release-slsa-provenance-reusable.yml
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -82,7 +82,7 @@ jobs:
     # yamllint disable rule:line-length
     # Currently this action needs to be referred by tag. More details at:
     # https://github.com/slsa-framework/slsa-github-generator#verification-of-provenance
-    uses: "slsa-framework/slsa-github-generator/.github/workflows/generator_generic_slsa3.yml@v2.1.0"
+    uses: "slsa-framework/slsa-github-generator/.github/workflows/generator_generic_slsa3.yml@v2.1.0" # zizmor: ignore[unpinned-uses]
     # yamllint enable rule:line-length
     with:
       provenance-name: "slsa-provenance-multiple-${{ github.sha }}.intoto.jsonl"
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 1ac7635..ecb9aa7 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -27,21 +27,27 @@ jobs:
   sboms:
     name: "SBOMs"
     permissions:
-      id-token: "write"
-      attestations: "write"
+      actions: "read" # Required to upload SARIF file to CodeQL.
+      security-events: "write" # Required to upload SARIF file to security tab.
+      id-token: "write" # Required to get GH token to attest.
+      attestations: "write" # Required to upload attestation.
+      artifact-metadata: "write" # Required to create artifact metadata.
       contents: "read"
     # yamllint disable rule:line-length
     uses: "open-nudge/opentemplate/.github/workflows/release-sboms-reusable.yml@main" # zizmor: ignore[unpinned-uses]
     # yamllint enable rule:line-length
+    with:
+      upload-grype-artifact: true
+      upload-grype-sarif: true
 
   sarifs:
     name: "SARIFs"
     permissions:
       # Required to upload SARIF file to CodeQL.
       # See: https://github.com/github/codeql-action/issues/2117
-      actions: "read"
+      actions: "read" # Required to upload SARIF file to CodeQL.
       # Writing security events to upload SARIF file to security tab
-      security-events: "write"
+      security-events: "write" # Required to upload SARIF file to security tab.
       # Only need to read contents
       contents: "read"
     # yamllint disable rule:line-length
@@ -52,13 +58,12 @@ jobs:
     name: "Tests"
     permissions:
       contents: "read"
-    # yamllint disable rule:line-length
-    uses: "open-nudge/opentemplate/.github/workflows/tests-reusable.yml@main" # zizmor: ignore[unpinned-uses]
+    uses: "./.github/workflows/tests-reusable.yml"
 
   docs:
     name: "Docs"
     permissions:
-      contents: "write"
+      contents: "write" # Required to write documentation to gh-pages.
     # yamllint disable rule:line-length
     uses: "open-nudge/opentemplate/.github/workflows/run-reusable.yml@main" # zizmor: ignore[unpinned-uses]
     # yamllint enable rule:line-length
@@ -109,17 +114,18 @@ jobs:
       - "package-create"
     permissions:
       contents: "read"
-      pull-requests: "read"
+      pull-requests: "read" # Required to read PR metadata for changelog.
     # yamllint disable rule:line-length
     uses: "open-nudge/opentemplate/.github/workflows/run-reusable.yml@main" # zizmor: ignore[unpinned-uses]
     # yamllint enable rule:line-length
     with:
       download: true
+      full-checkout: true
       download-name: "dist-${{ github.sha }}"
       # yamllint disable rule:line-length
       command: |
         mkdir -p CHANGELOGS-${{ github.sha }}
-        export PYTHON_PACKAGE_VERSION="$(echo dist-${{ github.sha }}/dist/*.tar.gz | cut -d '-' -f 2 | cut -d '.' -f 1-3)"
+        export PYTHON_PACKAGE_VERSION=$(basename dist-${{ github.sha }}/dist/*.tar.gz | cut -d '-' -f 2)
         pdm run changelog > CHANGELOGS-${{ github.sha }}/CHANGELOG-${{ github.sha }}.md
         pdm run changelog-latest > CHANGELOGS-${{ github.sha }}/LATEST.md
       # yamllint enable rule:line-length
@@ -175,7 +181,7 @@ jobs:
     steps:
       - name: "Harden Runner"
         # yamllint disable rule:line-length
-        uses: "step-security/harden-runner@0634a2670c59f64b4a01f0f96f84700a4088b9f0" # v2.12.0
+        uses: "step-security/harden-runner@a5ad31d6a139d249332a2605b85202e8c0b78450" # v2.19.1
         # yamllint enable rule:line-length
         with:
           disable-sudo: true
@@ -183,7 +189,7 @@ jobs:
           allowed-endpoints: "${{ matrix.repository.endpoints }}"
       - name: "Download artifacts"
         # yamllint disable rule:line-length
-        uses: "actions/download-artifact@d3f86a106a0bac45b974a628896c90dbdf5c8093" # v4.3.0
+        uses: "actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c" # v8.0.1
         with:
           name: "dist-${{ github.sha }}"
           path: "dist"
@@ -191,7 +197,7 @@ jobs:
         if: >
           ! matrix.repository.skip
         # yamllint disable rule:line-length
-        uses: "pypa/gh-action-pypi-publish@76f52bc884231f62b9a034ebfe128415bbaabdfc" # v1.12.4
+        uses: "pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e" # v1.13.0
         # yamllint enable rule:line-length
         with:
           repository-url: "${{ matrix.repository.url }}"
@@ -215,7 +221,7 @@ jobs:
         # yamllint enable rule:indentation
       - name: "Upload artifacts"
         # yamllint disable rule:line-length
-        uses: "actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02" # v4.6.2
+        uses: "actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a" # v7.0.1
         # yamllint enable rule:line-length
         with:
           name: "dist-${{ github.sha }}"
@@ -233,8 +239,8 @@ jobs:
     permissions:
       # Required to upload SARIF file to CodeQL.
       # See: https://github.com/github/codeql-action/issues/2117
-      actions: "read"
-      contents: "write"
+      actions: "read" # Required to read the workflow path.
+      contents: "write" # Required to add assets to the release.
       id-token: "write" # To sign the provenance.
     # yamllint disable rule:line-length
     uses: "open-nudge/opentemplate/.github/workflows/release-slsa-provenance-reusable.yml@main" # zizmor: ignore[unpinned-uses]
@@ -247,7 +253,7 @@ jobs:
     needs:
       - "slsa-provenance"
     permissions:
-      contents: "write"
+      contents: "write" # Required to push release assets and documentation.
     # yamllint disable rule:line-length
     uses: "open-nudge/opentemplate/.github/workflows/release-upload.yml@main" # zizmor: ignore[unpinned-uses]
     # yamllint enable rule:line-length
diff --git a/.github/workflows/run-reusable.yml b/.github/workflows/run-reusable.yml
index a21b48d..f0a3074 100644
--- a/.github/workflows/run-reusable.yml
+++ b/.github/workflows/run-reusable.yml
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -113,7 +113,7 @@ jobs:
     permissions:
       contents: "read"
     timeout-minutes: "${{ inputs.timeout-minutes }}"
-    runs-on: "ubuntu-latest"
+    runs-on: "${{ inputs.os }}"
     steps:
       - name: "Harden Runner"
         # yamllint disable rule:line-length
@@ -214,6 +214,7 @@ jobs:
 
       # nosemgrep
       - name: "Run command" # zizmor: ignore[template-injection]
+        shell: "bash"
         env:
           # GH_TOKEN is used by, for example, zizmor
           GH_TOKEN: "${{ secrets.GITHUB_TOKEN }}"
@@ -222,9 +223,6 @@ jobs:
         run: |
           ${{ inputs.command }}
 
-      - name: "Check repository content"
-        run: >
-          ls -la
       - name: "Upload artifacts"
         if: >
           inputs.upload-path != ''
diff --git a/.github/workflows/tests-reusable.yml b/.github/workflows/tests-reusable.yml
index b3ba34a..04d8a28 100644
--- a/.github/workflows/tests-reusable.yml
+++ b/.github/workflows/tests-reusable.yml
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -48,9 +48,7 @@ jobs:
       Tests | ${{ matrix.os }} | python-${{ matrix.python }}
     permissions:
       contents: "read"
-    # yamllint disable rule:line-length
-    uses: "open-nudge/opentemplate/.github/workflows/run-reusable.yml@main" # zizmor: ignore[unpinned-uses]
-    # yamllint enable rule:line-length
+    uses: "./.github/workflows/run-reusable.yml"
     with:
       # yamllint disable rule:line-length
       command: |
@@ -59,6 +57,7 @@ jobs:
       # yamllint enable rule:line-length
       sparse-checkout: |
         **.py
+        tests/**
       group: "tests"
       core: true
       # yamllint disable rule:line-length
@@ -78,9 +77,7 @@ jobs:
     needs: "tests-reusable"
     permissions:
       contents: "read"
-    # yamllint disable rule:line-length
-    uses: "open-nudge/opentemplate/.github/workflows/run-reusable.yml@main" # zizmor: ignore[unpinned-uses]
-    # yamllint enable rule:line-length
+    uses: "./.github/workflows/run-reusable.yml"
     with:
       # yamllint disable rule:line-length
       command: |
diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml
index 42c9099..dace2b2 100644
--- a/.github/workflows/tests.yml
+++ b/.github/workflows/tests.yml
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -36,7 +36,5 @@ jobs:
     name: "Tests"
     permissions:
       contents: "read"
-    # yamllint disable rule:line-length
-    uses: "open-nudge/opentemplate/.github/workflows/tests-reusable.yml@main" # zizmor: ignore[unpinned-uses]
-    # yamllint enable rule:line-length
+    uses: "./.github/workflows/tests-reusable.yml"
 ...
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 5b65ccc..4895116 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -22,7 +22,7 @@ repos:
   #
   ##############################################################################
   - repo: "https://github.com/siderolabs/conform"
-    rev: "e1fdd4c4624bafa674a905595a26c8d0797ddb6c"  # frozen: v0.1.0-alpha.30
+    rev: "cfa5066377ea6a751f2df3979a24a65cdc61974e"  # frozen: v0.1.0-alpha.31
     hooks:
       # pre-push due to PGP signature
       - id: "conform"
@@ -34,14 +34,14 @@ repos:
         entry: "conform enforce"
         pass_filenames: false
   - repo: "https://github.com/trufflesecurity/trufflehog"
-    rev: "f15cb8b37b9b70056bc82a8eb7151f75fad27a71"  # frozen: v3.90.13
+    rev: "6f3c981e7b77f235fd2702dd74af25fc4b72bf11"  # frozen: v3.96.0
     hooks:
       - id: "trufflehog"
         alias: "secrets"
         name: "<<<CHECK>>> Secrets"
         verbose: true
   - repo: "https://github.com/google/osv-scanner/"
-    rev: "8b6727b2c439cdea8bc3a033bf7c76d76cbaee08"  # frozen: v2.2.4
+    rev: "a258868211a57052da6bd323f758b8388dee02bb"  # frozen: v2.5.0
     hooks:
       - id: "osv-scanner"
         name: "<<<CHECK>>> OSV Scanner"
@@ -50,7 +50,7 @@ repos:
           - "--licenses=MIT,Apache-2.0,BSD-2-Clause,BSD-3-Clause,Unlicense,Zlib,OFL-1.1,0BSD,PSF-2.0"
           - "./"
   - repo: "https://github.com/errata-ai/vale"
-    rev: "27593b0e0e7eb8f0c2b7fae0d93fa1cfaabceb2f"  # frozen: v3.13.0
+    rev: "bc78bf3a639f29eef5c6bc3f0680105a82ef46f7"  # frozen: v3.17.1
     hooks:
       - id: "vale"
         alias: "setup-natural-language"
@@ -62,14 +62,14 @@ repos:
         stages:
           - "pre-commit"
   - repo: "https://github.com/errata-ai/vale"
-    rev: "27593b0e0e7eb8f0c2b7fae0d93fa1cfaabceb2f"  # frozen: v3.13.0
+    rev: "bc78bf3a639f29eef5c6bc3f0680105a82ef46f7"  # frozen: v3.17.1
     hooks:
       - id: "vale"
         alias: "natural-language"
         name: "<<<CHECK>>> Natural language"
         verbose: true
   - repo: "https://github.com/rhysd/actionlint"
-    rev: "e7d448ef7507c20fc4c88a95d0c448b848cd6127"  # frozen: v1.7.8
+    rev: "914e7df21a07ef503a81201c76d2b11c789d3fca"  # frozen: v1.7.12
     hooks:
       - id: "actionlint"
         alias: "github-actions-actionlint"
@@ -338,6 +338,7 @@ repos:
         entry: "pdm run -v check-security"
         language: "system"
         require_serial: true
+        exclude: "^pdm.lock$"
       - id: "release"
         name: "<<<CHECK>>> Release"
         entry: "pdm run -v check-release"
diff --git a/.yamllint.yml b/.yamllint.yml
index 352f1e8..a939c0e 100644
--- a/.yamllint.yml
+++ b/.yamllint.yml
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -45,7 +45,7 @@ rules:
   key-duplicates: "enable"
   key-ordering: "disable"
   line-length:
-    max: 80
+    max: 110
     allow-non-breakable-words: true
     allow-non-breakable-inline-mappings: false
   new-line-at-end-of-file: "enable"
diff --git a/README.md b/README.md
index bf470df..b513a1b 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 <!--
-SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 SPDX-FileContributor: szymonmaszke <github@maszke.co>
 
 SPDX-License-Identifier: Apache-2.0
@@ -75,6 +75,7 @@ import lintkit
 # Set the name of the linter
 lintkit.settings.name = "NOUTILS"
 
+
 class _NoUtils(lintkit.check.Regex, lintkit.loader.Python, lintkit.rule.Node):
     def regex(self):
         # Regex to match util(s) variations in function/class name
@@ -89,6 +90,7 @@ class _NoUtils(lintkit.check.Regex, lintkit.loader.Python, lintkit.rule.Node):
     def message(self, _):
         return f"{self.ast_class()} name contains util(s) word"
 
+
 # Concrete rules and their codes
 # Disabling linter using noqas supported out of the box!
 class ClassNoUtils(_NoUtils, code=0):  # noqa: NOUTILS0
@@ -96,15 +98,17 @@ class ClassNoUtils(_NoUtils, code=0):  # noqa: NOUTILS0
     def ast_class(self):
         return ast.ClassDef
 
+
 class FunctionNoUtils(_NoUtils, code=1):  # noqa: NOUTILS0
     def ast_class(self):
         return ast.FunctionDef
 
+
 lintkit.run(["linter.py", "file1.py", "file2.py"])
 
 # Example output
-#/path/file1.py:23:17 NOUTILS0: ClassDef name contains util(s) word
-#/path/file2.py:73:21 NOUTILS1: FunctionDef name contains util(s) word
+# /path/file1.py:23:17 NOUTILS0: ClassDef name contains util(s) word
+# /path/file2.py:73:21 NOUTILS1: FunctionDef name contains util(s) word
 ```
 
 ## Installation
diff --git a/docs/tutorials/advanced.md b/docs/tutorials/advanced.md
index 24bf52a..ee04072 100644
--- a/docs/tutorials/advanced.md
+++ b/docs/tutorials/advanced.md
@@ -1,5 +1,5 @@
 <!--
-SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 SPDX-FileContributor: szymonmaszke <github@maszke.co>
 
 SPDX-License-Identifier: Apache-2.0
@@ -107,6 +107,7 @@ import ast
 
 from collections.abc import Iterable
 
+
 class _Definition(lintkit.rule.Node, lintkit.loader.Python, abc.ABC):
     @abc.abstractmethod
     def ast_class(self) -> type[ast.ClassDef | ast.FunctionDef]:
@@ -125,6 +126,7 @@ class _ClassDefinition(_Definition):
     def ast_class(self) -> type[ast.ClassDef]:
         return ast.ClassDef
 
+
 class _FunctionDefinition(_Definition):
     def ast_class(self) -> type[ast.FunctionDef]:
         return ast.FunctionDef
@@ -164,18 +166,21 @@ class ClassNoHelpers(_NoHelpers, _ClassDefinitions, code=1):
     def message(self, value: lintkit.Value[str]) -> str:
         return f"Class {value} contains helper(s) names."
 
+
 class ClassNoUtils(_NoUtils, _ClassDefinitions, code=2):
     """Verify `class` name contains no `utils` word (or its variations)."""
 
     def message(self, value: lintkit.Value[str]) -> str:
         return f"Class {value} contains utils(s) names."
 
+
 class FunctionNoHelpers(_NoHelpers, _FunctionDefinitions, code=3):
     """Verify `function` name contains no `helper` word (or its variations)."""
 
     def message(self, value: lintkit.Value[str]) -> str:
         return f"Function {value} contains helper(s) names."
 
+
 class FunctionNoUtils(_NoUtils, _FunctionDefinitions, code=4):
     """Verify `function` name contains no `utils` word (or its variations)."""
 
diff --git a/docs/tutorials/basic.md b/docs/tutorials/basic.md
index 7eb0364..d057131 100644
--- a/docs/tutorials/basic.md
+++ b/docs/tutorials/basic.md
@@ -1,5 +1,5 @@
 <!--
-SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 SPDX-FileContributor: szymonmaszke <github@maszke.co>
 
 SPDX-License-Identifier: Apache-2.0
@@ -28,6 +28,7 @@ if typing.TYPE_CHECKING:
 # Define the name for our linter
 lintkit.settings.name = "MYLINTER"
 
+
 class NameDefined(lintkit.loader.TOML, lintkit.rule.Node, code=1):
     """Checks if `name` property is defined in `pyproject.toml`"""
 
@@ -60,7 +61,6 @@ class NameDefined(lintkit.loader.TOML, lintkit.rule.Node, code=1):
 
     def check(self, value: lintkit.Value[str | None]) -> bool:
         return value is not None
-
 ```
 
 Please note the following elements:
@@ -132,6 +132,7 @@ We could try to add appropriate verification like so:
 ```python
 ...
 
+
 def check(self, value: lintkit.Value[str | None]) -> bool:
     return value is not None and isinstance(value, str)
 ```
@@ -159,6 +160,7 @@ if typing.TYPE_CHECKING:
 # Define the name for our linter
 lintkit.settings.name = "MYLINTER"
 
+
 class PyProjectNameLoader(lintkit.loader.TOML, lintkit.rule.Node):
     """Safely loads `project.name` property of `pyproject.toml."""
 
@@ -184,8 +186,10 @@ class PyProjectNameLoader(lintkit.loader.TOML, lintkit.rule.Node):
             else:
                 yield lintkit.Value.from_toml(name)
 
+
 # Concrete definitions of the rules
 
+
 class NameExists(PyProjectNameLoader, code=1):
     """Checks if `name` property is defined in `pyproject.toml`"""
 
@@ -195,6 +199,7 @@ class NameExists(PyProjectNameLoader, code=1):
     def message(self, _: lintkit.Value[str | None]) -> str:
         return "Field 'project.name' was not defined"
 
+
 class NameIsString(PyProjectNameLoader, code=2):
     """Checks if `name` property is of type `str`."""
 
@@ -204,6 +209,7 @@ class NameIsString(PyProjectNameLoader, code=2):
     def message(self, value: lintkit.Value[str | None]) -> str:
         return f"Field 'project.name' is not a string (got {type(value)}"
 
+
 class NameNoWhitespaces(PyProjectNameLoader, code=3):
     """Checks if `name` is below has no spaces."""
 
@@ -213,6 +219,7 @@ class NameNoWhitespaces(PyProjectNameLoader, code=3):
     def message(self, _: lintkit.Value[str | None]) -> str:
         return "Field 'project.name' contains whitespaces"
 
+
 # Let's add one simple rule for fun
 class NameIsShort(PyProjectNameLoader, code=4):
     """Checks if `name` is below `10` characters."""
diff --git a/docs/tutorials/configure.md b/docs/tutorials/configure.md
index a86f78d..a236b29 100644
--- a/docs/tutorials/configure.md
+++ b/docs/tutorials/configure.md
@@ -1,5 +1,5 @@
 <!--
-SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 SPDX-FileContributor: szymonmaszke <github@maszke.co>
 
 SPDX-License-Identifier: Apache-2.0
@@ -25,11 +25,13 @@ Let's do this by adjusting `NameIsShort` rule first (leave rest
 of the file as is):
 
 ```python
-... # rest of the file
+...  # rest of the file
+
 
 # Let's add one simple rule for fun
 class NameIsShort(PyProjectNameLoader, code=4):
     """Checks if `name` is below `N` characters."""
+
     def __init__(self):
         # Always call base constructor
         super().__init__()
@@ -94,6 +96,7 @@ import lintkit
 
 import rules
 
+
 def main() -> None:
     # Simply specify name of the tool
     config: dict = loadfig.config("mylinter")
@@ -115,6 +118,7 @@ def main() -> None:
 
     sys.exit(exit_code)
 
+
 if __name__ == "__main__":
     main()
 ```
diff --git a/docs/tutorials/file.md b/docs/tutorials/file.md
index 606740e..fcb3938 100644
--- a/docs/tutorials/file.md
+++ b/docs/tutorials/file.md
@@ -1,5 +1,5 @@
 <!--
-SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 SPDX-FileContributor: szymonmaszke <github@maszke.co>
 
 SPDX-License-Identifier: Apache-2.0
@@ -44,12 +44,14 @@ class _PythonFile(lintkit.rule.Node, lintkit.loader.File):
     def values(self) -> Iterable[lintkit.Value[str]]:
         yield lintkit.Value(str(self.file))
 
+
 class FileNoHelpers(_NoHelpers, _PythonFile, code=5):
     """Verify file name contains no `helper` word (or its variations)."""
 
     def message(self, value: lintkit.Value[str]) -> str:
         return f"File '{value}' contains helper(s) names."
 
+
 class FileNoUtils(_NoUtils, _PythonFile, code=6):
     """Verify file name contains no `utils` word (or its variations)."""
 
@@ -81,6 +83,8 @@ import itertools
 import lintkit
 
 lintkit.settings.name: str = "FILELINTER"
+
+
 # You might not inherit from `check.Check` as long as you fulfil the interface
 class TooManyConditionals(lintkit.loader.Python, lintkit.rule.File, code=0):
     def values(self) -> Iterable[lintkit.Value[str] | None]:
@@ -166,6 +170,7 @@ import lintkit
 
 lintkit.settings.name: str = "ALLLINTER"
 
+
 class TooManyConditionals(lintkit.loader.Python, lintkit.rule.All, code=0):
     def __init__(self) -> None:
         # Remember to call base class __init__ to perform setup
diff --git a/osv-scanner.toml b/osv-scanner.toml
index 0284481..c1b0ad1 100644
--- a/osv-scanner.toml
+++ b/osv-scanner.toml
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -8,32 +8,72 @@
 # See here: https://github.com/ossf/scorecard/blob/main/docs/checks.md#branch-protection
 # for the checks performed by OSSF Scorecard related to OSV scanning
 [[IgnoredVulns]]
-id = "GHSA-9548-qrrj-x5pj"
-reason = "AIOHTTP is not used directly in this project (dev dependency)."
+id = "PYSEC-2026-2104"
+reason = "Affects dev dependency"
 
 [[IgnoredVulns]]
-id = "PYSEC-2025-61"
-reason = "pillow is not used directly in this project (dev dependency)."
+id = "PYSEC-2026-2105"
+reason = "Affects dev dependency"
 
 [[IgnoredVulns]]
-id = "GHSA-xg8h-j46f-w952"
-reason = "pillow is not used directly in this project (dev dependency)."
+id = "PYSEC-2026-2106"
+reason = "Affects dev dependency"
 
 [[IgnoredVulns]]
-id = "GHSA-7cx3-6m66-7c5m"
-reason = "tornado is not used directly in this project (dev dependency)."
+id = "PYSEC-2026-2107"
+reason = "Affects dev dependency"
 
 [[IgnoredVulns]]
-id = "GHSA-cpwx-vrp4-4pq7"
-reason = "Jinja2 is not directly used in the project (dev dependency)."
+id = "PYSEC-2026-2108"
+reason = "Affects dev dependency"
 
 [[IgnoredVulns]]
-id = "PYSEC-2022-42969"
-reason = "Affects SVN, which is not used in this project."
+id = "PYSEC-2026-2109"
+reason = "Affects dev dependency"
 
 [[IgnoredVulns]]
-id = "GHSA-w596-4wvx-j9j6"
-reason = "Affects SVN or pytest<7.2.0, which are not used in this project."
+id = "PYSEC-2026-2110"
+reason = "Affects dev dependency"
+
+[[IgnoredVulns]]
+id = "PYSEC-2026-2111"
+reason = "Affects dev dependency"
+
+[[IgnoredVulns]]
+id = "PYSEC-2026-2112"
+reason = "Affects dev dependency"
+
+[[IgnoredVulns]]
+id = "PYSEC-2026-2113"
+reason = "Affects dev dependency"
+
+[[IgnoredVulns]]
+id = "PYSEC-2026-237"
+reason = "Affects dev dependency"
+
+[[IgnoredVulns]]
+id = "PYSEC-2026-3545"
+reason = "Affects dev dependency"
+
+[[IgnoredVulns]]
+id = "PYSEC-2026-3546"
+reason = "Affects dev dependency"
+
+[[IgnoredVulns]]
+id = "PYSEC-2026-3547"
+reason = "Affects dev dependency"
+
+[[IgnoredVulns]]
+id = "PYSEC-2026-3481"
+reason = "Affects dev dependency"
+
+[[IgnoredVulns]]
+id = "PYSEC-2026-3482"
+reason = "Affects dev dependency"
+
+[[IgnoredVulns]]
+id = "PYSEC-2026-3483"
+reason = "Affects dev dependency"
 
 [[PackageOverrides]]
 ecosystem = "PyPI"
@@ -1055,3 +1095,33 @@ ecosystem = "PyPI"
 name = "zipp"
 license.ignore = true
 reason = "dev dependency"
+
+[[PackageOverrides]]
+ecosystem = "PyPI"
+name = "cffi"
+license.ignore = true
+reason = "dev dependency"
+
+[[PackageOverrides]]
+ecosystem = "PyPI"
+name = "griffelib"
+license.ignore = true
+reason = "dev dependency"
+
+[[PackageOverrides]]
+ecosystem = "PyPI"
+name = "nest-asyncio2"
+license.ignore = true
+reason = "dev dependency"
+
+[[PackageOverrides]]
+ecosystem = "PyPI"
+name = "peewee"
+license.ignore = true
+reason = "dev dependency"
+
+[[PackageOverrides]]
+ecosystem = "PyPI"
+name = "python-discovery"
+license.ignore = true
+reason = "dev dependency"
diff --git a/pdm.lock b/pdm.lock
index 87fbc05..4233292 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -2,34 +2,34 @@
 # It is not intended for manual editing.
 
 [metadata]
-groups = ["default", "all", "dev-all", "dev-branch", "dev-citation", "dev-commit", "dev-docs", "dev-executable", "dev-file", "dev-generation", "dev-github", "dev-ini", "dev-json", "dev-legal", "dev-markdown", "dev-pre-commit", "dev-pyproject", "dev-pytest", "dev-python", "dev-release", "dev-security", "dev-shell", "dev-symlink", "dev-tests", "dev-text", "dev-toml", "dev-typing", "dev-yaml", "output", "rich", "toml", "yaml"]
+groups = ["default", "all", "dev-all", "dev-branch", "dev-citation", "dev-commit", "dev-docs", "dev-executable", "dev-file", "dev-generation", "dev-github", "dev-ini", "dev-json", "dev-legal", "dev-markdown", "dev-pre-commit", "dev-prek", "dev-pyproject", "dev-pytest", "dev-python", "dev-release", "dev-security", "dev-shell", "dev-symlink", "dev-tests", "dev-text", "dev-toml", "dev-typing", "dev-yaml", "output", "rich", "toml", "yaml"]
 strategy = ["inherit_metadata"]
 lock_version = "4.5.0"
-content_hash = "sha256:a8f1d7655ab397c7ec0f0c3d469e2aae6537175af079aa7d2c207d7b4998aa01"
+content_hash = "sha256:0d07dd92b9b372af7cd22da71488fcd332263f05fe588906748259f8ce11ecef"
 
 [[metadata.targets]]
 requires_python = ">=3.12"
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.6.1"
-requires_python = ">=3.9"
+version = "2.7.1"
+requires_python = ">=3.10"
 summary = "Happy Eyeballs for asyncio"
 groups = ["dev-all", "dev-markdown"]
 files = [
-    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
-    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
+    {file = "aiohappyeyeballs-2.7.1-py3-none-any.whl", hash = "sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472"},
+    {file = "aiohappyeyeballs-2.7.1.tar.gz", hash = "sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.11.18"
+version = "3.13.5"
 requires_python = ">=3.9"
 summary = "Async http client/server framework (asyncio)"
 groups = ["dev-all", "dev-markdown"]
 dependencies = [
-    "aiohappyeyeballs>=2.3.0",
-    "aiosignal>=1.1.2",
+    "aiohappyeyeballs>=2.5.0",
+    "aiosignal>=1.4.0",
     "async-timeout<6.0,>=4.0; python_version < \"3.11\"",
     "attrs>=17.3.0",
     "frozenlist>=1.1.1",
@@ -38,39 +38,75 @@ dependencies = [
     "yarl<2.0,>=1.17.0",
 ]
 files = [
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-requires_python = ">=3.8"
+version = "0.8.0"
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 groups = ["dev-all", "dev-docs", "dev-python", "dev-security"]
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 groups = ["dev-all", "dev-security"]
 marker = "platform_system != \"Windows\" and python_version == \"3.12\""
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+summary = "A small package to deal with the headaches of scanning for files for an application to execute on."
+groups = ["dev-all", "dev-markdown"]
+dependencies = [
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+requires_python = ">=3.10.0"
 summary = "A simple, easy to use, unified manner of accessing program properties."
 groups = ["dev-all", "dev-markdown"]
 dependencies = [
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 ]
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 [[package]]
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+version = "3.0.2"
 requires_python = ">=3.8"
 summary = "Annotate AST trees with source code positions"
 groups = ["dev-all", "dev-docs"]
 files = [
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-version = "25.4.0"
+version = "26.1.0"
 requires_python = ">=3.9"
 summary = "Classes Without Boilerplate"
 groups = ["dev-all", "dev-citation", "dev-docs", "dev-github", "dev-legal", "dev-markdown", "dev-python", "dev-release", "dev-security"]
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 name = "babel"
-version = "2.17.0"
+version = "2.18.0"
 requires_python = ">=3.8"
 summary = "Internationalization utilities"
 groups = ["dev-all", "dev-docs"]
@@ -197,26 +244,26 @@ dependencies = [
     "pytz>=2015.7; python_version < \"3.9\"",
 ]
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 name = "backrefs"
-version = "5.9"
-requires_python = ">=3.9"
+version = "8.0"
+requires_python = ">=3.10"
 summary = "A wrapper around re and regex that adds additional back references."
 groups = ["dev-all", "dev-docs"]
 files = [
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 ]
 
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-version = "1.33.0"
+version = "1.39.9"
 requires_python = ">=3.8"
 summary = "static type checking for Python (but based)"
 groups = ["dev-all", "dev-typing"]
@@ -224,39 +271,39 @@ dependencies = [
     "nodejs-wheel-binaries>=20.13.1",
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 ]
 
 [[package]]
 name = "beartype"
-version = "0.22.5"
+version = "0.22.9"
 requires_python = ">=3.10"
 summary = "Unbearably fast near-real-time pure-Python runtime-static type-checker."
 groups = ["dev-all", "dev-release"]
 files = [
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 ]
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.14.2"
+version = "4.15.0"
 requires_python = ">=3.7.0"
 summary = "Screen-scraping library"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
-    "soupsieve>1.2",
+    "soupsieve>=1.6.1",
     "typing-extensions>=4.0.0",
 ]
 files = [
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 [[package]]
 name = "bleach"
-version = "6.3.0"
+version = "6.4.0"
 requires_python = ">=3.10"
 summary = "An easy safelist-based HTML-sanitizing tool."
 groups = ["dev-all", "dev-docs"]
@@ -264,24 +311,24 @@ dependencies = [
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 files = [
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 ]
 
 [[package]]
 name = "bleach"
-version = "6.3.0"
+version = "6.4.0"
 extras = ["css"]
 requires_python = ">=3.10"
 summary = "An easy safelist-based HTML-sanitizing tool."
 groups = ["dev-all", "dev-docs"]
 dependencies = [
-    "bleach==6.3.0",
-    "tinycss2<1.5,>=1.1.0",
+    "bleach==6.4.0",
+    "tinycss2>=1.1.0",
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 files = [
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 [[package]]
@@ -307,13 +354,13 @@ files = [
 
 [[package]]
 name = "bracex"
-version = "2.6"
-requires_python = ">=3.9"
+version = "3.0.1"
+requires_python = ">=3.10"
 summary = "Bash style brace expander."
 groups = ["dev-all", "dev-docs", "dev-security"]
 files = [
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 [[package]]
@@ -332,8 +379,8 @@ files = [
 
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-version = "2.8.2"
-requires_python = ">=3.9"
+version = "2.9.0"
+requires_python = ">=3.10"
 summary = "A Simple SVG Converter based on Cairo"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
@@ -344,19 +391,19 @@ dependencies = [
     "tinycss2",
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 files = [
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 [[package]]
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-version = "2025.10.5"
+version = "2026.7.22"
 requires_python = ">=3.7"
 summary = "Python package for providing Mozilla's CA Bundle."
 groups = ["dev-all", "dev-citation", "dev-docs", "dev-github", "dev-security"]
 files = [
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 [[package]]
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-requires_python = ">=3.9"
+version = "2.1.1"
+requires_python = ">=3.10"
 summary = "Foreign Function Interface for Python calling C code."
-groups = ["dev-all", "dev-docs"]
+groups = ["dev-all", "dev-docs", "dev-security"]
 dependencies = [
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 files = [
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+requires_python = ">=3.10"
 summary = "A jsonschema CLI and pre-commit hook"
 groups = ["dev-all", "dev-github"]
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 [[package]]
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+version = "2.4.3"
+requires_python = ">=3.9"
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 groups = ["dev-all", "dev-text"]
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 groups = ["dev-all", "dev-security"]
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 [[package]]
@@ -1108,7 +1259,7 @@ files = [
 
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 requires_python = ">=3.7"
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 groups = ["dev-all", "dev-docs", "dev-markdown"]
@@ -1117,53 +1268,50 @@ dependencies = [
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 [[package]]
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 marker = "platform_system != \"Windows\" and python_version == \"3.12\""
 dependencies = [
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-    "face>=20.1.0",
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 [[package]]
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 groups = ["dev-all", "dev-security"]
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 dependencies = [
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 [[package]]
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 summary = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 groups = ["dev-all", "dev-docs"]
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 [[package]]
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 requires_python = ">=3.10"
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+summary = "The property-based testing library for Python"
 groups = ["dev-all", "dev-tests", "dev-typing"]
 dependencies = [
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 [[package]]
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-groups = ["dev-all", "dev-docs", "dev-python", "dev-security"]
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 [[package]]
@@ -1331,8 +1505,8 @@ files = [
 
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 name = "ipykernel"
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+version = "7.3.0"
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 summary = "IPython Kernel for Jupyter"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
@@ -1340,43 +1514,43 @@ dependencies = [
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-    "jupyter-core!=5.0.*,>=4.12",
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-    "tornado>=6.2",
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 [[package]]
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 requires_python = ">=3.11"
 summary = "IPython: Productive Interactive Computing"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
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-    "jedi>=0.18.1",
-    "matplotlib-inline>=0.1.5",
-    "pexpect>4.3; sys_platform != \"win32\" and sys_platform != \"emscripten\"",
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+    "matplotlib-inline>=0.1.6",
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 [[package]]
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 requires_python = ">=3.10.0"
 summary = "A Python utility / library to sort Python imports."
 groups = ["dev-all", "dev-python"]
 files = [
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 [[package]]
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 summary = "An autocompletion tool for Python that can be used for text editors."
 groups = ["dev-all", "dev-docs"]
 dependencies = [
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 [[package]]
@@ -1457,13 +1631,13 @@ files = [
 
 [[package]]
 name = "jsonpointer"
-version = "3.0.0"
-requires_python = ">=3.7"
+version = "3.1.1"
+requires_python = ">=3.10"
 summary = "Identify specific nodes in a JSON document (RFC 6901) "
 groups = ["dev-all", "dev-release"]
 files = [
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 [[package]]
@@ -1523,21 +1697,21 @@ files = [
 
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-requires_python = ">=3.8"
+version = "8.9.1"
+requires_python = ">=3.10"
 summary = "Jupyter protocol implementation and client libraries"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
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-    "jupyter-core!=5.0.*,>=4.12",
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-    "pyzmq>=23.0",
-    "tornado>=6.2",
+    "pyzmq>=25.0",
+    "tornado>=6.4.1",
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+    "typing-extensions>=4.13.0",
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 [[package]]
@@ -1568,7 +1742,7 @@ files = [
 
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-version = "1.18.1"
+version = "1.19.5"
 requires_python = ">=3.9"
 summary = "Jupyter notebooks as Markdown documents, Julia, Python or R scripts"
 groups = ["dev-all", "dev-docs"]
@@ -1581,8 +1755,8 @@ dependencies = [
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 ]
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 [[package]]
@@ -1612,109 +1786,109 @@ files = [
 
 [[package]]
 name = "lxml"
-version = "6.0.2"
+version = "6.1.1"
 requires_python = ">=3.8"
 summary = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
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 requires_python = ">=3.10"
 summary = "Python implementation of John Gruber's Markdown."
 groups = ["dev-all", "dev-docs"]
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 [[package]]
 name = "markdown-it-py"
-version = "3.0.0"
-requires_python = ">=3.8"
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+requires_python = ">=3.10"
 summary = "Python port of markdown-it. Markdown parsing, done right!"
 groups = ["all", "dev-all", "dev-docs", "dev-markdown", "dev-security", "output", "rich"]
 dependencies = [
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 files = [
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 [[package]]
@@ -1784,7 +1958,7 @@ files = [
 
 [[package]]
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-version = "0.2.1"
+version = "0.2.2"
 requires_python = ">=3.9"
 summary = "Inline Matplotlib backend for Jupyter"
 groups = ["dev-all", "dev-docs"]
@@ -1792,13 +1966,13 @@ dependencies = [
     "traitlets",
 ]
 files = [
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 ]
 
 [[package]]
 name = "mcp"
-version = "1.16.0"
+version = "1.23.3"
 requires_python = ">=3.10"
 summary = "Model Context Protocol SDK"
 groups = ["dev-all", "dev-security"]
@@ -1810,52 +1984,54 @@ dependencies = [
     "jsonschema>=4.20.0",
     "pydantic-settings>=2.5.2",
     "pydantic<3.0.0,>=2.11.0",
+    "pyjwt[crypto]>=2.10.1",
     "python-multipart>=0.0.9",
     "pywin32>=310; sys_platform == \"win32\"",
     "sse-starlette>=1.6.1",
     "starlette>=0.27",
+    "typing-extensions>=4.9.0",
+    "typing-inspection>=0.4.1",
     "uvicorn>=0.31.1; sys_platform != \"emscripten\"",
 ]
 files = [
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 ]
 
 [[package]]
 name = "md-dead-link-check"
-version = "1.2.0"
-requires_python = ">=3.9"
+version = "1.3.0"
+requires_python = ">=3.10"
 summary = "This is a lightweight and fast tool to help you keep your Markdown files free of broken links."
 groups = ["dev-all", "dev-markdown"]
 dependencies = [
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+    "aiohttp<3.14.0,>=3.13.3",
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 [[package]]
 name = "mdformat"
-version = "0.7.22"
-requires_python = ">=3.9"
+version = "1.0.0"
+requires_python = ">=3.10"
 summary = "CommonMark compliant Markdown formatter"
 groups = ["dev-all", "dev-markdown"]
 dependencies = [
-    "importlib-metadata>=3.6.0; python_version < \"3.10\"",
-    "markdown-it-py<4.0.0,>=1.0.0",
+    "markdown-it-py<5,>=1",
     "tomli>=1.1.0; python_version < \"3.11\"",
 ]
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 ]
 
 [[package]]
 name = "mdformat-footnote"
-version = "0.1.2"
+version = "0.1.3"
 requires_python = ">=3.10"
 summary = "An mdformat plugin for parsing/validating footnotes"
 groups = ["dev-all", "dev-markdown"]
@@ -1864,24 +2040,24 @@ dependencies = [
     "mdit-py-plugins>=0.4.0",
 ]
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 ]
 
 [[package]]
 name = "mdformat-frontmatter"
-version = "2.0.8"
-requires_python = ">=3.7"
+version = "2.1.2"
+requires_python = ">=3.10"
 summary = "An mdformat plugin for parsing / ignoring frontmatter."
 groups = ["dev-all", "dev-markdown"]
 dependencies = [
-    "mdformat<0.8.0,>=0.7.16",
+    "mdformat>=0.7.16",
     "mdit-py-plugins>=0.4.0",
-    "ruamel-yaml",
+    "ruamel-yaml>=0.15",
 ]
 files = [
-    {file = "mdformat_frontmatter-2.0.8-py3-none-any.whl", hash = "sha256:577396695af96ad66dff1ff781284ff3764a10be3ab8659f2ef842ab42264ebb"},
-    {file = "mdformat_frontmatter-2.0.8.tar.gz", hash = "sha256:c11190ae3f9c91ada78fbd820f5b221631b520484e0b644715aa0f6ed7f097ed"},
+    {file = "mdformat_frontmatter-2.1.2-py3-none-any.whl", hash = "sha256:bcbb1dd7e35ce4387603acd32f2c092dd4518bbfaa2a4b801a0f29a4e69bf2ca"},
+    {file = "mdformat_frontmatter-2.1.2.tar.gz", hash = "sha256:9c9c3159c38407f47e567202749c74ce7680017516cd158c82400f015c6a01d1"},
 ]
 
 [[package]]
@@ -1903,39 +2079,39 @@ files = [
 
 [[package]]
 name = "mdformat-gfm-alerts"
-version = "2.0.0"
-requires_python = ">=3.9.0"
-summary = "An mdformat plugin for `gfm_alerts`."
+version = "2.1.0"
+requires_python = ">=3.10.0"
+summary = "Format 'GitHub Markdown Alerts,' which use blockquotes to render admonitions"
 groups = ["dev-all", "dev-markdown"]
 dependencies = [
     "mdformat>=0.7.19",
     "mdit-py-plugins>=0.4.1",
 ]
 files = [
-    {file = "mdformat_gfm_alerts-2.0.0-py3-none-any.whl", hash = "sha256:e003422cc003bc6e936d0797553f23201095a1d1e8602c5062296d223f2ae516"},
-    {file = "mdformat_gfm_alerts-2.0.0.tar.gz", hash = "sha256:eb2b3189ad44ae28a6b6b714609dd3a30d6e3b898f02b1e6473d7b08df8bb3c0"},
+    {file = "mdformat_gfm_alerts-2.1.0-py3-none-any.whl", hash = "sha256:81f63efa9b2e6e343e63cdc2cede9f29c3f4c242ebc6a4d9cffeaa1b58d2a170"},
+    {file = "mdformat_gfm_alerts-2.1.0.tar.gz", hash = "sha256:27673500976f08eb9e53cfa359f2a528c1be12052d3f8358996b9c5b1cc0c5c2"},
 ]
 
 [[package]]
 name = "mdformat-mkdocs"
-version = "4.4.2"
-requires_python = ">=3.9.0"
-summary = "An mdformat plugin for `mkdocs`."
+version = "5.3.0"
+requires_python = ">=3.10.0"
+summary = "An mdformat plugin for mkdocs and Material for MkDocs"
 groups = ["dev-all", "dev-markdown"]
 dependencies = [
-    "mdformat-gfm>=0.3.6",
-    "mdformat>=0.7.19",
-    "mdit-py-plugins>=0.4.1",
-    "more-itertools>=10.5.0",
+    "mdformat-gfm>=1.0.0",
+    "mdformat>=1.0.0",
+    "mdit-py-plugins>=0.6.1",
+    "more-itertools>=11.1.0",
 ]
 files = [
-    {file = "mdformat_mkdocs-4.4.2-py3-none-any.whl", hash = "sha256:c923318ce4079fed2a2c11b6dd4e411b6a83ba8640f68f5dc84e1955d26ba5c0"},
-    {file = "mdformat_mkdocs-4.4.2.tar.gz", hash = "sha256:347f44f78dd72b8e174aead88f46ae4205188ddcc0acac061e97a1dbcae064f5"},
+    {file = "mdformat_mkdocs-5.3.0-py3-none-any.whl", hash = "sha256:46938724df5892f517130a42d5652276f9a40e80ad0bae4a2af6bde71b53f861"},
+    {file = "mdformat_mkdocs-5.3.0.tar.gz", hash = "sha256:9ae35940cfc1d350c41dda717963c90c669937fbbe3be32412a2b975e4bf891d"},
 ]
 
 [[package]]
 name = "mdit-py-plugins"
-version = "0.5.0"
+version = "0.6.1"
 requires_python = ">=3.10"
 summary = "Collection of plugins for markdown-it-py"
 groups = ["dev-all", "dev-docs", "dev-markdown"]
@@ -1943,8 +2119,8 @@ dependencies = [
     "markdown-it-py<5.0.0,>=2.0.0",
 ]
 files = [
-    {file = "mdit_py_plugins-0.5.0-py3-none-any.whl", hash = "sha256:07a08422fc1936a5d26d146759e9155ea466e842f5ab2f7d2266dd084c8dab1f"},
-    {file = "mdit_py_plugins-0.5.0.tar.gz", hash = "sha256:f4918cb50119f50446560513a8e311d574ff6aaed72606ddae6d35716fe809c6"},
+    {file = "mdit_py_plugins-0.6.1-py3-none-any.whl", hash = "sha256:214c82fb2ac524472ab6a5bcab1de80f73b50443e187f401bfd77efbc7c6481d"},
+    {file = "mdit_py_plugins-0.6.1.tar.gz", hash = "sha256:a2bca0f039f39dbd35fb74ae1b5f998608c437463371f0ff7f49a19a17a114d0"},
 ]
 
 [[package]]
@@ -1971,27 +2147,27 @@ files = [
 
 [[package]]
 name = "mike"
-version = "2.1.3"
+version = "2.2.0"
 summary = "Manage multiple versions of your MkDocs-powered documentation"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
-    "importlib-metadata",
-    "importlib-resources",
+    "importlib-metadata; python_version < \"3.10\"",
+    "importlib-resources; python_version < \"3.10\"",
     "jinja2>=2.7",
-    "mkdocs>=1.0",
+    "mkdocs~=1.0",
     "pyparsing>=3.0",
     "pyyaml-env-tag",
     "pyyaml>=5.1",
     "verspec",
 ]
 files = [
-    {file = "mike-2.1.3-py3-none-any.whl", hash = "sha256:d90c64077e84f06272437b464735130d380703a76a5738b152932884c60c062a"},
-    {file = "mike-2.1.3.tar.gz", hash = "sha256:abd79b8ea483fb0275b7972825d3082e5ae67a41820f8d8a0dc7a3f49944e810"},
+    {file = "mike-2.2.0-py3-none-any.whl", hash = "sha256:e1f4981c1152eec7c2490a3401142292cc47d686194188416db2648fdfe1d040"},
+    {file = "mike-2.2.0.tar.gz", hash = "sha256:1e3858e32c0f125aac14432fc7848434358f9ae0962c5c5cde387ad47f6ad25e"},
 ]
 
 [[package]]
 name = "mistune"
-version = "3.1.4"
+version = "3.3.4"
 requires_python = ">=3.8"
 summary = "A sane and fast Markdown parser with useful plugins and renderers"
 groups = ["dev-all", "dev-docs"]
@@ -1999,8 +2175,8 @@ dependencies = [
     "typing-extensions; python_version < \"3.11\"",
 ]
 files = [
-    {file = "mistune-3.1.4-py3-none-any.whl", hash = "sha256:93691da911e5d9d2e23bc54472892aff676df27a75274962ff9edc210364266d"},
-    {file = "mistune-3.1.4.tar.gz", hash = "sha256:b5a7f801d389f724ec702840c11d8fc48f2b33519102fc7ee739e8177b672164"},
+    {file = "mistune-3.3.4-py3-none-any.whl", hash = "sha256:ee015381e955e370962968befe1d729ab60fafb6a715ac6751763fbce38c8d4a"},
+    {file = "mistune-3.3.4.tar.gz", hash = "sha256:58b5c96d6fcb61190dfe5fae498d2b2065f99cf61e9649418fd54cf1ada86dfe"},
 ]
 
 [[package]]
@@ -2032,7 +2208,7 @@ files = [
 
 [[package]]
 name = "mkdocs-autorefs"
-version = "1.4.3"
+version = "1.4.4"
 requires_python = ">=3.9"
 summary = "Automatically link across pages in MkDocs."
 groups = ["dev-all", "dev-docs"]
@@ -2042,13 +2218,13 @@ dependencies = [
     "mkdocs>=1.1",
 ]
 files = [
-    {file = "mkdocs_autorefs-1.4.3-py3-none-any.whl", hash = "sha256:469d85eb3114801d08e9cc55d102b3ba65917a869b893403b8987b601cf55dc9"},
-    {file = "mkdocs_autorefs-1.4.3.tar.gz", hash = "sha256:beee715b254455c4aa93b6ef3c67579c399ca092259cc41b7d9342573ff1fc75"},
+    {file = "mkdocs_autorefs-1.4.4-py3-none-any.whl", hash = "sha256:834ef5408d827071ad1bc69e0f39704fa34c7fc05bc8e1c72b227dfdc5c76089"},
+    {file = "mkdocs_autorefs-1.4.4.tar.gz", hash = "sha256:d54a284f27a7346b9c38f1f852177940c222da508e66edc816a0fa55fc6da197"},
 ]
 
 [[package]]
 name = "mkdocs-awesome-nav"
-version = "3.2.0"
+version = "3.3.0"
 requires_python = ">=3.10"
 summary = "A plugin for customizing the navigation structure of your MkDocs site."
 groups = ["dev-all", "dev-docs"]
@@ -2060,29 +2236,30 @@ dependencies = [
     "wcmatch>=8.4",
 ]
 files = [
-    {file = "mkdocs_awesome_nav-3.2.0-py3-none-any.whl", hash = "sha256:1acf17aaa0f13a5506d3bdb39965bae3136df18a9a2e1106190ebaae2c14d1b6"},
-    {file = "mkdocs_awesome_nav-3.2.0.tar.gz", hash = "sha256:ec0eab7bbe94532d9b3f18ae9a54599b670069856b93df9f6ced1b4a62dfe510"},
+    {file = "mkdocs_awesome_nav-3.3.0-py3-none-any.whl", hash = "sha256:bf80f14bff9571df79129bbdf103b4198589ee7616f8a29720ae2e7ac2455930"},
+    {file = "mkdocs_awesome_nav-3.3.0.tar.gz", hash = "sha256:330edf4129995a7be8a9751edd8739d312fddf591c6cbd95ec80f12f4bfe8578"},
 ]
 
 [[package]]
 name = "mkdocs-gen-files"
-version = "0.5.0"
-requires_python = ">=3.7"
+version = "0.6.1"
+requires_python = ">=3.9"
 summary = "MkDocs plugin to programmatically generate documentation pages during the build"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
-    "mkdocs>=1.0.3",
+    "mkdocs<=1.6.1,>=1.4.1",
+    "properdocs>=1.6.5",
 ]
 files = [
-    {file = "mkdocs_gen_files-0.5.0-py3-none-any.whl", hash = "sha256:7ac060096f3f40bd19039e7277dd3050be9a453c8ac578645844d4d91d7978ea"},
-    {file = "mkdocs_gen_files-0.5.0.tar.gz", hash = "sha256:4c7cf256b5d67062a788f6b1d035e157fc1a9498c2399be9af5257d4ff4d19bc"},
+    {file = "mkdocs_gen_files-0.6.1-py3-none-any.whl", hash = "sha256:b3182bfc6219e35b8d26658cb988368659d5d023aac30c2a819247558fc12189"},
+    {file = "mkdocs_gen_files-0.6.1.tar.gz", hash = "sha256:57d7ff2229e23d077e46d14a33db6d37c8823f6ce1a503c874c1764a71679763"},
 ]
 
 [[package]]
 name = "mkdocs-get-deps"
-version = "0.2.0"
-requires_python = ">=3.8"
-summary = "MkDocs extension that lists all dependencies according to a mkdocs.yml file"
+version = "0.2.2"
+requires_python = ">=3.9"
+summary = "An extra command for MkDocs that infers required PyPI packages from `plugins` in mkdocs.yml"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
     "importlib-metadata>=4.3; python_version < \"3.10\"",
@@ -2091,25 +2268,25 @@ dependencies = [
     "pyyaml>=5.1",
 ]
 files = [
-    {file = "mkdocs_get_deps-0.2.0-py3-none-any.whl", hash = "sha256:2bf11d0b133e77a0dd036abeeb06dec8775e46efa526dc70667d8863eefc6134"},
-    {file = "mkdocs_get_deps-0.2.0.tar.gz", hash = "sha256:162b3d129c7fad9b19abfdcb9c1458a651628e4b1dea628ac68790fb3061c60c"},
+    {file = "mkdocs_get_deps-0.2.2-py3-none-any.whl", hash = "sha256:e7878cbeac04860b8b5e0ca31d3abad3df9411a75a32cde82f8e44b6c16ff650"},
+    {file = "mkdocs_get_deps-0.2.2.tar.gz", hash = "sha256:8ee8d5f316cdbbb2834bc1df6e69c08fe769a83e040060de26d3c19fad3599a1"},
 ]
 
 [[package]]
 name = "mkdocs-git-revision-date-localized-plugin"
-version = "1.5.0"
-requires_python = ">=3.9"
+version = "1.5.3"
+requires_python = ">=3.10"
 summary = "Mkdocs plugin that enables displaying the localized date of the last git modification of a markdown file."
 groups = ["dev-all", "dev-docs"]
 dependencies = [
     "babel>=2.7.0",
     "gitpython>=3.1.44",
-    "mkdocs>=1.0",
+    "mkdocs<2,>=1.0",
     "tzdata>=2023.3; sys_platform == \"win32\"",
 ]
 files = [
-    {file = "mkdocs_git_revision_date_localized_plugin-1.5.0-py3-none-any.whl", hash = "sha256:933f9e35a8c135b113f21bb57610d82e9b7bcc71dd34fb06a029053c97e99656"},
-    {file = "mkdocs_git_revision_date_localized_plugin-1.5.0.tar.gz", hash = "sha256:17345ccfdf69a1905dc96fb1070dce82d03a1eb6b0d48f958081a7589ce3c248"},
+    {file = "mkdocs_git_revision_date_localized_plugin-1.5.3-py3-none-any.whl", hash = "sha256:cd96e432de6a7e59b31c7041574b22f84179c8636835419ff458877ecfaaaf05"},
+    {file = "mkdocs_git_revision_date_localized_plugin-1.5.3.tar.gz", hash = "sha256:873444b54cab4d47c69bd6e85da05ef5fbe81fee27e64508114c46a0e4f81e37"},
 ]
 
 [[package]]
@@ -2128,12 +2305,12 @@ files = [
 
 [[package]]
 name = "mkdocs-jupyter"
-version = "0.25.1"
+version = "0.26.3"
 requires_python = ">=3.9"
 summary = "Use Jupyter in mkdocs websites"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
-    "ipykernel<7.0.0,>6.0.0",
+    "ipykernel<8,>6.0.0",
     "jupytext<2,>1.13.8",
     "mkdocs-material>9.0.0",
     "mkdocs<2,>=1.4.0",
@@ -2141,13 +2318,13 @@ dependencies = [
     "pygments>2.12.0",
 ]
 files = [
-    {file = "mkdocs_jupyter-0.25.1-py3-none-any.whl", hash = "sha256:3f679a857609885d322880e72533ef5255561bbfdb13cfee2a1e92ef4d4ad8d8"},
-    {file = "mkdocs_jupyter-0.25.1.tar.gz", hash = "sha256:0e9272ff4947e0ec683c92423a4bfb42a26477c103ab1a6ab8277e2dcc8f7afe"},
+    {file = "mkdocs_jupyter-0.26.3-py3-none-any.whl", hash = "sha256:cd6644fb578131157194d750fd4d10fc2fd8f1e84e00036ee62df3b5b4b84c82"},
+    {file = "mkdocs_jupyter-0.26.3.tar.gz", hash = "sha256:e1e8bd48a1b96542e84e3028e3066112bac7b94d95ab69f8b91305c84003ca26"},
 ]
 
 [[package]]
 name = "mkdocs-link-marker"
-version = "0.2.0"
+version = "0.3.0"
 requires_python = ">=3.4"
 summary = "MkDocs plugin for marking external or mail links in your documentation."
 groups = ["dev-all", "dev-docs"]
@@ -2156,46 +2333,47 @@ dependencies = [
     "mkdocs>=1.0",
 ]
 files = [
-    {file = "mkdocs_link_marker-0.2.0-py3-none-any.whl", hash = "sha256:1a6b92b3bc67349d8d49eb18278a4ad9e1a9c0037f4dcc76bbb9e4aaf969539d"},
-    {file = "mkdocs_link_marker-0.2.0.tar.gz", hash = "sha256:8d194fd1666368ecf588f942bcc920071723776ef777961c72b7dc16da7c41a5"},
+    {file = "mkdocs_link_marker-0.3.0-py3-none-any.whl", hash = "sha256:76249153ee3f22f904cc5b3153accbe5baac7611b0284adb2b58533618b207b3"},
+    {file = "mkdocs_link_marker-0.3.0.tar.gz", hash = "sha256:bfc0a86076f2d8de5a042cae752d073d3b85e67b65e0ce3dfd0af42a9dfd7a77"},
 ]
 
 [[package]]
 name = "mkdocs-literate-nav"
-version = "0.6.2"
+version = "0.6.3"
 requires_python = ">=3.9"
 summary = "MkDocs plugin to specify the navigation in Markdown instead of YAML"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
-    "mkdocs>=1.4.1",
+    "mkdocs<=1.6.1,>=1.4.1",
+    "properdocs>=1.6.5",
 ]
 files = [
-    {file = "mkdocs_literate_nav-0.6.2-py3-none-any.whl", hash = "sha256:0a6489a26ec7598477b56fa112056a5e3a6c15729f0214bea8a4dbc55bd5f630"},
-    {file = "mkdocs_literate_nav-0.6.2.tar.gz", hash = "sha256:760e1708aa4be86af81a2b56e82c739d5a8388a0eab1517ecfd8e5aa40810a75"},
+    {file = "mkdocs_literate_nav-0.6.3-py3-none-any.whl", hash = "sha256:2c421561280fa9184f88cbf399bebbd4cc17ee507e978a31ce11fd6f3aabf233"},
+    {file = "mkdocs_literate_nav-0.6.3.tar.gz", hash = "sha256:edbaca22343f861fe4e34aac47d55a0c9955c640dbf02eea99fe631e914cf9ee"},
 ]
 
 [[package]]
 name = "mkdocs-material"
-version = "9.6.23"
+version = "9.7.7"
 requires_python = ">=3.8"
 summary = "Documentation that simply works"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
-    "babel~=2.10",
-    "backrefs~=5.7.post1",
-    "colorama~=0.4",
-    "jinja2~=3.1",
-    "markdown~=3.2",
-    "mkdocs-material-extensions~=1.3",
-    "mkdocs~=1.6",
-    "paginate~=0.5",
-    "pygments~=2.16",
-    "pymdown-extensions~=10.2",
-    "requests~=2.26",
+    "babel>=2.10",
+    "backrefs>=5.7.post1",
+    "colorama>=0.4",
+    "jinja2>=3.1",
+    "markdown>=3.2",
+    "mkdocs-material-extensions>=1.3",
+    "mkdocs<2,>=1.6",
+    "paginate>=0.5",
+    "pygments>=2.16",
+    "pymdown-extensions>=10.2",
+    "requests>=2.30",
 ]
 files = [
-    {file = "mkdocs_material-9.6.23-py3-none-any.whl", hash = "sha256:3bf3f1d82d269f3a14ed6897bfc3a844cc05e1dc38045386691b91d7e6945332"},
-    {file = "mkdocs_material-9.6.23.tar.gz", hash = "sha256:62ebc9cdbe90e1ae4f4e9b16a6aa5c69b93474c7b9e79ebc0b11b87f9f055e00"},
+    {file = "mkdocs_material-9.7.7-py3-none-any.whl", hash = "sha256:8ea9bb1737a5b524a5f9dcf2e1b4ebda8274ae3008aa7845720a97083bef708f"},
+    {file = "mkdocs_material-9.7.7.tar.gz", hash = "sha256:c0649c065b1b0512d60aad8c10f947f8e455284475239b364b610f2deb4d0855"},
 ]
 
 [[package]]
@@ -2242,83 +2420,84 @@ files = [
 
 [[package]]
 name = "mkdocs-redirects"
-version = "1.2.2"
-requires_python = ">=3.8"
+version = "1.2.3"
+requires_python = ">=3.10"
 summary = "A MkDocs plugin for dynamic page redirects to prevent broken links"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
-    "mkdocs>=1.1.1",
+    "mkdocs<=1.6.1,>=1.2",
+    "properdocs>=1.6.5",
 ]
 files = [
-    {file = "mkdocs_redirects-1.2.2-py3-none-any.whl", hash = "sha256:7dbfa5647b79a3589da4401403d69494bd1f4ad03b9c15136720367e1f340ed5"},
-    {file = "mkdocs_redirects-1.2.2.tar.gz", hash = "sha256:3094981b42ffab29313c2c1b8ac3969861109f58b2dd58c45fc81cd44bfa0095"},
+    {file = "mkdocs_redirects-1.2.3-py3-none-any.whl", hash = "sha256:ec7312fff462d03ec16395d0c001006a418f8d0c21cdf2b47ff11cf839dc3ce0"},
+    {file = "mkdocs_redirects-1.2.3.tar.gz", hash = "sha256:5e980330999299729a2d6a125347d1af78023d68a23681a4de3053ce7dfe2e51"},
 ]
 
 [[package]]
 name = "mkdocs-section-index"
-version = "0.3.10"
-requires_python = ">=3.9"
+version = "0.3.12"
+requires_python = ">=3.10"
 summary = "MkDocs plugin to allow clickable sections that lead to an index page"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
-    "mkdocs>=1.2",
+    "mkdocs<=1.6.1,>=1.2",
+    "properdocs>=1.6.5",
 ]
 files = [
-    {file = "mkdocs_section_index-0.3.10-py3-none-any.whl", hash = "sha256:bc27c0d0dc497c0ebaee1fc72839362aed77be7318b5ec0c30628f65918e4776"},
-    {file = "mkdocs_section_index-0.3.10.tar.gz", hash = "sha256:a82afbda633c82c5568f0e3b008176b9b365bf4bd8b6f919d6eff09ee146b9f8"},
+    {file = "mkdocs_section_index-0.3.12-py3-none-any.whl", hash = "sha256:a1100039546beb4ebef63ce6fc91f3195fb9c0c3763105d4d3d7cd31e0a046eb"},
+    {file = "mkdocs_section_index-0.3.12.tar.gz", hash = "sha256:285635bf86c643b0fc7a343053d7a818049817bff4408f52b80c4367bd5e7268"},
 ]
 
 [[package]]
 name = "mkdocstrings"
-version = "0.30.1"
-requires_python = ">=3.9"
+version = "1.0.6"
+requires_python = ">=3.10"
 summary = "Automatic documentation from sources, for MkDocs."
 groups = ["dev-all", "dev-docs"]
 dependencies = [
-    "Jinja2>=2.11.1",
+    "Jinja2>=3.1",
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-requires_python = ">=3.9.0"
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 groups = ["dev-all", "dev-docs"]
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-    "jupyter-core!=5.0.*,>=4.12",
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-    "traitlets>=5.4",
+    "jupyter-client>=7.0.0",
+    "jupyter-core>=5.4.0",
+    "nbformat>=5.2.0",
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+summary = "Convert Jupyter Notebooks (.ipynb files) to other formats."
 groups = ["dev-all", "dev-docs"]
 dependencies = [
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+requires_python = ">=3.10"
 summary = "The Jupyter Notebook format"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
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 [[package]]
-name = "nest-asyncio"
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 requires_python = ">=3.5"
 summary = "Patch asyncio to allow nested event loops"
 groups = ["dev-all", "dev-docs"]
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 [[package]]
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 requires_python = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 summary = "Node.js virtual environment builder"
-groups = ["dev-all", "dev-pre-commit"]
+groups = ["dev-all", "dev-pre-commit", "dev-prek"]
 files = [
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 [[package]]
 name = "nodejs-wheel-binaries"
-version = "22.20.0"
+version = "24.16.0"
 requires_python = ">=3.7"
 summary = "unoffical Node.js package"
 groups = ["dev-all", "dev-typing"]
@@ -2525,15 +2704,15 @@ dependencies = [
     "typing-extensions; python_version < \"3.8\"",
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 [[package]]
@@ -2624,6 +2803,23 @@ files = [
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 ]
 
+[[package]]
+name = "opentelemetry-instrumentation-threading"
+version = "0.58b0"
+requires_python = ">=3.9"
+summary = "Thread context propagation support for OpenTelemetry"
+groups = ["dev-all", "dev-security"]
+marker = "platform_system != \"Windows\" and python_version == \"3.12\""
+dependencies = [
+    "opentelemetry-api~=1.12",
+    "opentelemetry-instrumentation==0.58b0",
+    "wrapt<2.0.0,>=1.0.0",
+]
+files = [
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+]
+
 [[package]]
 name = "opentelemetry-proto"
 version = "1.37.0"
@@ -2686,24 +2882,24 @@ files = [
 
 [[package]]
 name = "packageurl-python"
-version = "0.17.5"
+version = "0.17.6"
 requires_python = ">=3.8"
 summary = "A purl aka. Package URL parser and builder"
 groups = ["dev-all", "dev-release"]
 files = [
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 [[package]]
 name = "packaging"
-version = "25.0"
-requires_python = ">=3.8"
+version = "26.3"
+requires_python = ">=3.9"
 summary = "Core utilities for Python packages"
 groups = ["dev-all", "dev-docs", "dev-python", "dev-release", "dev-security", "dev-tests", "dev-typing"]
 files = [
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 ]
 
 [[package]]
@@ -2729,34 +2925,35 @@ files = [
 
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-version = "0.8.5"
+version = "0.8.7"
 requires_python = ">=3.6"
 summary = "A Python Parser"
 groups = ["dev-all", "dev-docs"]
 files = [
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 ]
 
 [[package]]
 name = "pathspec"
-version = "0.12.1"
-requires_python = ">=3.8"
+version = "1.1.1"
+requires_python = ">=3.9"
 summary = "Utility library for gitignore style pattern matching of file paths."
 groups = ["dev-all", "dev-docs", "dev-yaml"]
 files = [
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 ]
 
 [[package]]
 name = "peewee"
-version = "3.18.3"
+version = "3.19.0"
 summary = "a little orm"
 groups = ["dev-all", "dev-security"]
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 dependencies = [
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 [[package]]
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 dependencies = [
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@@ -3481,17 +3790,16 @@ files = [
 
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@@ -3510,28 +3818,39 @@ files = [
 
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 name = "python-debian"
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 requires_python = ">=3.7"
 summary = "Modules to read and manipulate many file formats related to Debian packages and repositories"
 groups = ["dev-all", "dev-legal", "dev-release"]
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+summary = "Python interpreter discovery"
+groups = ["dev-all", "dev-pre-commit", "dev-prek"]
 dependencies = [
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+    "filelock>=3.15.4",
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 [[package]]
@@ -3547,14 +3866,14 @@ files = [
 
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 summary = "A streaming multipart parser for Python"
 groups = ["dev-all", "dev-security"]
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@@ -3580,7 +3899,7 @@ name = "pyyaml"
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 summary = "YAML parser and emitter for Python"
-groups = ["dev-all", "dev-docs", "dev-markdown", "dev-pre-commit", "dev-python", "dev-release", "dev-yaml"]
+groups = ["dev-all", "dev-docs", "dev-markdown", "dev-pre-commit", "dev-prek", "dev-python", "dev-release", "dev-yaml"]
 files = [
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 summary = "RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information."
 groups = ["dev-all", "dev-release"]
@@ -3693,8 +4012,8 @@ dependencies = [
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 summary = "Python HTTP for Humans."
 groups = ["dev-all", "dev-citation", "dev-docs", "dev-github", "dev-security"]
 dependencies = [
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 [[package]]
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 [[package]]
@@ -4047,7 +4382,7 @@ name = "semantic-version"
 version = "2.10.0"
 requires_python = ">=2.7"
 summary = "A library implementing the 'SemVer' scheme."
-groups = ["dev-all", "dev-release"]
+groups = ["dev-all", "dev-release", "dev-security"]
 files = [
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@@ -4055,7 +4390,7 @@ files = [
 
 [[package]]
 name = "semgrep"
-version = "1.142.1"
+version = "1.172.0"
 requires_python = ">=3.10"
 summary = "Lightweight static analysis for many languages. Find bug variants with patterns that look like source code."
 groups = ["dev-all", "dev-security"]
@@ -4064,35 +4399,40 @@ dependencies = [
     "attrs>=21.3",
     "boltons~=21.0",
     "click-option-group~=0.5",
-    "click~=8.1.8",
+    "click~=8.4.2",
     "colorama~=0.4.0",
     "exceptiongroup~=1.2.0",
-    "glom~=22.1",
+    "glom>=23.3",
     "jsonschema~=4.25.1",
-    "mcp==1.16.0",
+    "mcp==1.23.3",
     "opentelemetry-api~=1.37.0",
     "opentelemetry-exporter-otlp-proto-http~=1.37.0",
     "opentelemetry-instrumentation-requests~=0.58b0",
+    "opentelemetry-instrumentation-threading~=0.58b0",
     "opentelemetry-sdk~=1.37.0",
     "packaging>=21.0",
     "peewee~=3.14",
+    "pyjwt[crypto]~=2.13.0",
     "pywin32==311; sys_platform == \"win32\"",
     "requests~=2.22",
-    "rich~=13.5.2",
-    "ruamel-yaml-clib==0.2.14",
+    "rich>=13.5.2",
+    "ruamel-yaml-clib==0.2.15",
     "ruamel-yaml>=0.18.15",
-    "tomli~=2.0.1",
+    "semantic-version~=2.10.0",
+    "tomli~=2.4.0",
     "typing-extensions~=4.2",
     "urllib3~=2.0",
     "wcmatch~=8.3",
 ]
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 [[package]]
@@ -4121,26 +4461,24 @@ files = [
 ]
 
 [[package]]
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-version = "5.0.2"
-requires_python = ">=3.7"
-summary = "A pure Python implementation of a sliding window memory map manager"
-groups = ["dev-all", "dev-docs", "dev-markdown"]
+name = "sly"
+version = "0.5"
+summary = "\"SLY - Sly Lex Yacc\""
+groups = ["dev-all", "dev-markdown"]
 files = [
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 ]
 
 [[package]]
-name = "sniffio"
-version = "1.3.1"
+name = "smmap"
+version = "5.0.3"
 requires_python = ">=3.7"
-summary = "Sniff out which async library your code is running under"
-groups = ["dev-all", "dev-security"]
-marker = "platform_system != \"Windows\" and python_version == \"3.12\""
+summary = "A pure Python implementation of a sliding window memory map manager"
+groups = ["dev-all", "dev-docs", "dev-markdown"]
 files = [
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 ]
 
 [[package]]
@@ -4155,19 +4493,19 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.8"
-requires_python = ">=3.9"
+version = "2.9.2"
+requires_python = ">=3.10"
 summary = "A modern CSS selector implementation for Beautiful Soup."
 groups = ["dev-all", "dev-docs"]
 files = [
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 ]
 
 [[package]]
 name = "spdx-tools"
-version = "0.8.3"
-requires_python = ">=3.7"
+version = "0.8.5"
+requires_python = ">=3.10"
 summary = "SPDX parser and tools."
 groups = ["dev-all", "dev-release"]
 dependencies = [
@@ -4182,23 +4520,24 @@ dependencies = [
     "xmltodict",
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-requires_python = ">=3.9"
+version = "3.4.8"
+requires_python = ">=3.10"
 summary = "SSE plugin for Starlette"
 groups = ["dev-all", "dev-security"]
 marker = "platform_system != \"Windows\" and python_version == \"3.12\""
 dependencies = [
     "anyio>=4.7.0",
+    "starlette>=0.49.1",
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 files = [
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 [[package]]
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-version = "0.50.0"
+version = "1.4.1"
 requires_python = ">=3.10"
 summary = "The little ASGI library that shines."
 groups = ["dev-all", "dev-security"]
@@ -4228,24 +4567,24 @@ dependencies = [
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 ]
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 [[package]]
 name = "tabulate"
-version = "0.9.0"
-requires_python = ">=3.7"
+version = "0.10.0"
+requires_python = ">=3.10"
 summary = "Pretty-print tabular data"
 groups = ["dev-all", "dev-python"]
 files = [
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 [[package]]
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-version = "0.13.1"
+version = "0.14.0"
 requires_python = ">=3.9"
 summary = "A lightweight and modern animated terminal window"
 groups = ["dev-all", "dev-docs"]
@@ -4253,44 +4592,80 @@ dependencies = [
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 ]
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 [[package]]
 name = "tinycss2"
-version = "1.4.0"
-requires_python = ">=3.8"
+version = "1.5.1"
+requires_python = ">=3.10"
 summary = "A tiny CSS parser"
 groups = ["dev-all", "dev-docs"]
 dependencies = [
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 files = [
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 groups = ["dev-all", "dev-markdown", "dev-security"]
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 [[package]]
 name = "tomlkit"
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-requires_python = ">=3.8"
+version = "0.15.1"
+requires_python = ">=3.9"
 summary = "Style preserving TOML library"
 groups = ["all", "dev-all", "dev-legal", "dev-release", "toml"]
 files = [
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 ]
 
 [[package]]
@@ -4306,45 +4681,43 @@ files = [
 
 [[package]]
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-version = "6.5.2"
+version = "6.5.8"
 requires_python = ">=3.9"
 summary = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 groups = ["dev-all", "dev-docs"]
 files = [
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 groups = ["dev-all", "dev-citation", "dev-docs", "dev-github", "dev-markdown", "dev-python", "dev-release", "dev-security", "dev-tests", "dev-typing"]
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 requires_python = ">=2"
 summary = "Provider of IANA time zone data"
 groups = ["dev-all", "dev-docs", "dev-release"]
 marker = "sys_platform == \"win32\" or python_version >= \"3.9\""
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 summary = "URI parsing, classification and composition"
 groups = ["dev-all", "dev-release"]
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 [[package]]
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+requires_python = ">=3.10"
 summary = "HTTP library with thread-safe connection pooling, file post, and more."
 groups = ["dev-all", "dev-citation", "dev-docs", "dev-github", "dev-security"]
 files = [
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 [[package]]
 name = "uvicorn"
-version = "0.38.0"
-requires_python = ">=3.9"
+version = "0.52.1"
+requires_python = ">=3.10"
 summary = "The lightning-fast ASGI server."
 groups = ["dev-all", "dev-security"]
 marker = "platform_system != \"Windows\" and python_version == \"3.12\" and sys_platform != \"emscripten\""
@@ -4419,13 +4792,13 @@ dependencies = [
     "typing-extensions>=4.0; python_version < \"3.11\"",
 ]
 files = [
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 [[package]]
 name = "validate-pyproject"
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+version = "0.25"
 requires_python = ">=3.8"
 summary = "Validation library and CLI tool for checking on 'pyproject.toml' files using JSON Schema"
 groups = ["dev-all", "dev-pyproject"]
@@ -4433,8 +4806,8 @@ dependencies = [
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 ]
 
 [[package]]
@@ -4449,20 +4822,21 @@ files = [
 
 [[package]]
 name = "virtualenv"
-version = "20.35.4"
-requires_python = ">=3.8"
+version = "21.7.1"
+requires_python = ">=3.9"
 summary = "Virtual Python Environment builder"
-groups = ["dev-all", "dev-pre-commit"]
+groups = ["dev-all", "dev-pre-commit", "dev-prek"]
 dependencies = [
     "distlib<1,>=0.3.7",
-    "filelock<4,>=3.12.2",
-    "importlib-metadata>=6.6; python_version < \"3.8\"",
+    "filelock<4,>=3.24.2; python_version >= \"3.10\"",
+    "filelock<=3.19.1,>=3.16.1; python_version < \"3.10\"",
     "platformdirs<5,>=3.9.1",
+    "python-discovery>=1.4.2",
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 files = [
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 [[package]]
@@ -4507,13 +4881,13 @@ files = [
 
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-version = "0.2.14"
-requires_python = ">=3.6"
+version = "0.8.2"
+requires_python = ">=3.8"
 summary = "Measures the displayed width of unicode strings in a terminal"
 groups = ["dev-all", "dev-docs", "dev-markdown"]
 files = [
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 [[package]]
@@ -4590,34 +4964,34 @@ files = [
 
 [[package]]
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-version = "1.0.2"
+version = "1.0.4"
 requires_python = ">=3.9"
 summary = "Makes working with XML feel like you are working with JSON"
 groups = ["dev-all", "dev-release"]
 files = [
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 [[package]]
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-requires_python = ">=3.9"
+version = "1.38.0"
+requires_python = ">=3.10"
 summary = "A linter for YAML files."
 groups = ["dev-all", "dev-yaml"]
 dependencies = [
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+    "pathspec>=1.0.0",
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 [[package]]
 name = "yarl"
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+version = "1.24.5"
+requires_python = ">=3.10"
 summary = "Yet another URL library"
 groups = ["dev-all", "dev-markdown"]
 dependencies = [
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+    {file = "yarl-1.24.5-cp314-cp314-win_amd64.whl", hash = "sha256:5ba4f78df2bcc19f764a4b26a8a4f5049c110090ad5825993aacb052bf8003ad"},
+    {file = "yarl-1.24.5-cp314-cp314-win_arm64.whl", hash = "sha256:9e4e16c73d717c5cf27626c524d0a2e261ad20e46932b2670f64ad5dde23e26f"},
+    {file = "yarl-1.24.5-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:e1ae548a9d901adca07899a4147a7c826bbcc06239d3ce9a59f57886a28a4c88"},
+    {file = "yarl-1.24.5-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:ff405d91509d88e8d44129cd87b18d70acd1f0c1aeabd7bc3c46792b1fe2acba"},
+    {file = "yarl-1.24.5-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:47e98aab9d8d82ff682e7b0b5dded33bf138a32b817fcf7fa3b27b2d7c412928"},
+    {file = "yarl-1.24.5-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f0a658a6d3fafee5c6f63c58f3e785c8c43c93fbc02bf9f2b6663f8185e0971f"},
+    {file = "yarl-1.24.5-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:4377407001ca3c057773f44d8ddd6358fa5f691407c1ba92210bd3cf8d9e4c95"},
+    {file = "yarl-1.24.5-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7c0494a31a1ac5461a226e7947a9c9b78c44e1dc7185164fa7e9651557a5d9bc"},
+    {file = "yarl-1.24.5-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a7cff474ab7cd149765bb784cf6d78b32e18e20473fb7bda860bce98ab58e9da"},
+    {file = "yarl-1.24.5-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cbb833ccacdb5519eff9b8b71ee618cc2801c878e77e288775d77c3a2ced858a"},
+    {file = "yarl-1.24.5-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:82f75e05912e84b7a0fe57075d9c59de3cb352b928330f2eb69b2e1f54c3e1f0"},
+    {file = "yarl-1.24.5-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:16a2f5010280020e90f5330257e6944bc33e73593b136cc5a241e6c1dc292498"},
+    {file = "yarl-1.24.5-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:ffcd54362564dc1a30fb74d8b8a6e5a6b11ebd5e27266adc3b7427a21a6c9104"},
+    {file = "yarl-1.24.5-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:0465ec8cedc2349b97a6b595ace64084a50c6e839eca40aa0626f38b8350e331"},
+    {file = "yarl-1.24.5-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:4db9aecb141cb7a5447171b57aa1ed3a8fee06af40b992ffc31206c0b0121550"},
+    {file = "yarl-1.24.5-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:f540c013589084679a6c7fac07096b10159737918174f5dfc5e11bf5bca4dfe6"},
+    {file = "yarl-1.24.5-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:a61834fb15d81322d872eaafd333838ae7c9cea84067f232656f75965933d047"},
+    {file = "yarl-1.24.5-cp314-cp314t-win_amd64.whl", hash = "sha256:5c88e5815a49d289e599f3513aa7fde0bc2092ff188f99c940f007f90f53d104"},
+    {file = "yarl-1.24.5-cp314-cp314t-win_arm64.whl", hash = "sha256:cf139c02f5f23ef6532040a30ff662c00a318c952334f211046b8e60b7f17688"},
+    {file = "yarl-1.24.5-py3-none-any.whl", hash = "sha256:a33700d13d9b7d84fd10947b09ff69fb9a792e519c8cb9764a3ca70baa6c23a7"},
+    {file = "yarl-1.24.5.tar.gz", hash = "sha256:e81b83143bee16329c23db3c1b2d82b29892fcbcb849186d2f6e98a5abe9a57f"},
 ]
 
 [[package]]
 name = "zipp"
-version = "3.23.0"
-requires_python = ">=3.9"
+version = "4.1.0"
+requires_python = ">=3.10"
 summary = "Backport of pathlib-compatible object wrapper for zip files"
-groups = ["dev-all", "dev-docs", "dev-python", "dev-security"]
+groups = ["dev-all", "dev-python", "dev-security"]
 files = [
-    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
-    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
+    {file = "zipp-4.1.0-py3-none-any.whl", hash = "sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f"},
+    {file = "zipp-4.1.0.tar.gz", hash = "sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602"},
 ]
 
 [[package]]
 name = "zizmor"
-version = "1.16.3"
-requires_python = ">=3.9"
+version = "1.29.0"
+requires_python = ">=3.10"
 summary = "Static analysis for GitHub Actions"
 groups = ["dev-all", "dev-github"]
 files = [
-    {file = "zizmor-1.16.3-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:a8e2a5e995e691e9b971f777a3f12c2b740f07bfd49a88c4f8815236584dfa61"},
-    {file = "zizmor-1.16.3-py3-none-macosx_11_0_arm64.whl", hash = "sha256:46ec88eafa3b5a8b40de1d35735d50295aab76e3ac6711ce3f5d10cd6f2910bc"},
-    {file = "zizmor-1.16.3-py3-none-manylinux_2_24_aarch64.whl", hash = "sha256:8ba4082abde1e107f0c84c09f4539a50c05fd7808ea4b46f46dd071156a149ea"},
-    {file = "zizmor-1.16.3-py3-none-manylinux_2_28_armv7l.whl", hash = "sha256:3d7c43136c31b7feb389efa8af451698d9961c0a9cf5c32776ca4cc4d94b0688"},
-    {file = "zizmor-1.16.3-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:3b0cf0dc59fcef6a043b2ec0a196d29c8ad6c463cc5037f77d27c35a6759c4d6"},
-    {file = "zizmor-1.16.3-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:bdf45b2ce32eeac01fc99fdbd1bc612a8316d1221fc9b7a63440f6de8d46c5ce"},
-    {file = "zizmor-1.16.3-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:ebb0f58f2fa6eee3f975c5db1885f6517cdf674fe2f432614d6d7e473de4e720"},
-    {file = "zizmor-1.16.3-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:f79fb2a34b95b92c677f3a6535d663bc42f470582380f08de69e5e150f801d96"},
-    {file = "zizmor-1.16.3-py3-none-win32.whl", hash = "sha256:0cb9cdad23e783b744748b4818753240f12903f691780a8c2e6aee4964e60a05"},
-    {file = "zizmor-1.16.3-py3-none-win_amd64.whl", hash = "sha256:6075ce75fc9eb6a134c8a7bf947606888c828439854411fdde158e0762a612f7"},
-    {file = "zizmor-1.16.3.tar.gz", hash = "sha256:1cf501d14059a0e56100a991b2b7a8636a44d7fd4cd4f25f63e908b1e78c0021"},
+    {file = "zizmor-1.29.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ea72f84d610643d57f96430c655a3780d0b874e477d32e14eae8e910f6cce1fd"},
+    {file = "zizmor-1.29.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:5aafe617d7b1e0c0c15d58fdf20495f360f74a791dfa136f76630b4cc06c2a34"},
+    {file = "zizmor-1.29.0-py3-none-manylinux_2_24_aarch64.whl", hash = "sha256:67644ae8d6d0394204b9a488f7d86f0dd66fe562f4ba85fc53e6105a6bfc7b6a"},
+    {file = "zizmor-1.29.0-py3-none-manylinux_2_28_armv7l.whl", hash = "sha256:81e4093fed5c8a41d6ae7bb773085a9d2e6c0b0a0b560d46a9c76d69be0a07ed"},
+    {file = "zizmor-1.29.0-py3-none-manylinux_2_28_x86_64.whl", hash = "sha256:587b99c2e1b34575c6c8565c2bfde415ca8bc0310f5589f19bc948c8dea10a20"},
+    {file = "zizmor-1.29.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:061600f23c46f2e400bcdef666c236de7e5c0b07dd6ca046daa001eb1514b909"},
+    {file = "zizmor-1.29.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:332546480be38aca95c149f835e0dcb7679ab5d74618a90c6ccb3fa6b8c7b99d"},
+    {file = "zizmor-1.29.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a7462b9ab45d72a20ad5ab8193b430df8184c59e2bf46954ddd09496f2f00b45"},
+    {file = "zizmor-1.29.0-py3-none-win32.whl", hash = "sha256:8c759e68cd866375030ca39e19e2de47a056b7be7288c1620e2d5b4c274f631f"},
+    {file = "zizmor-1.29.0-py3-none-win_amd64.whl", hash = "sha256:0fb85948ba5ffc7a8116eee36fe9cfc10167225c97bd2810e3378e66a9fd27c4"},
+    {file = "zizmor-1.29.0.tar.gz", hash = "sha256:60e34e83c67064e0036989c7c525d13413e897aa4c4f683f1efb2048cdb28a47"},
 ]
diff --git a/pyproject.toml b/pyproject.toml
index be25611..b71751c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -228,6 +228,10 @@ dev-pre-commit = [
   "pre-commit>=3",
 ]
 
+dev-prek = [
+  { include-group = "dev-pre-commit" },
+]
+
 dev-text = [
   "editorconfig-checker>=3",
   "codespell>=2",
@@ -342,6 +346,8 @@ lint.extend-ignore = [
   # While correct, semgrep does not support this yet
   "UP046",
   "UP047",
+  # Incorrectly doesn't see the header
+  "CPY001",
 ]
 
 lint.extend-per-file-ignores."tests/**.py" = [
@@ -557,6 +563,7 @@ exclude = [
   "build",
   "test",
   ".pdm-plugins",
+  "__pypackages__",
 ]
 
 [tool.basedpyright]
@@ -996,6 +1003,8 @@ check-toml = "check-toml"
 check-security = { cmd = [
   "semgrep",
   "scan",
+  "--experimental",
+  "--exclude=*pdm.lock",
   "--config=p/python",
   "--config=p/secrets",
   "--config=p/security-audit",
diff --git a/src/lintkit/_run.py b/src/lintkit/_run.py
index 1b32982..1ff01e7 100644
--- a/src/lintkit/_run.py
+++ b/src/lintkit/_run.py
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -21,7 +21,7 @@
 
 # Changing to overload: https://typing.python.org/en/latest/spec/overload.html
 # does not help basedpyright unfortunately
-def run(  # noqa: PLR0913
+def run(  # noqa: PLR0913, PLR0917
     files: Iterable[pathlib.Path | str],
     include_codes: Iterable[int] | None = None,
     exclude_codes: Iterable[int] | None = None,
@@ -121,7 +121,7 @@ def linter(files: tuple[str]):
     return errored
 
 
-def _run(  # noqa: C901, PLR0912
+def _run(  # noqa: C901, PLR0912, PLR0915
     files: Iterable[pathlib.Path | str],
     include_codes: Iterable[int] | None = None,
     exclude_codes: Iterable[int] | None = None,
@@ -158,48 +158,55 @@ def _run(  # noqa: C901, PLR0912
         registry.query(include_codes=include_codes, exclude_codes=exclude_codes)
     )
 
-    for file in files:
-        path = pathlib.Path(file)
+    try:
+        for file in files:
+            path = pathlib.Path(file)
 
-        output = _load(path, warn)
+            output = _load(path, warn)
 
-        # This error may not be raised depending on the files being read
-        if output is None:  # pragma: no cover
-            continue
+            # This error may not be raised depending on the files being read
+            if output is None:  # pragma: no cover
+                continue
 
-        lines, content = output
+            lines, content = output
+
+            # Setup and load necessary data for each rule
+            for rule in rules:
+                # Rule will have `skip` as it inherits from both Loader and Rule
+                if rule.skip(path, content) or _ignore.file(rule, content):  # pyright: ignore[reportAttributeAccessIssue]
+                    continue
+                # Rule will have `_run_load` due to above
+                rule._run_load(  # noqa: SLF001  # pyright: ignore[reportAttributeAccessIssue]
+                    path,
+                    content,
+                    lines,
+                    ignore_spans=list(_ignore.spans(path, rule, lines)),
+                )
+                for fail in rule():
+                    yield fail, rule
+                    if fail and end_mode == "first":
+                        return
+                if isinstance(rule, r.File):
+                    fail = rule._run_finalize()  # noqa: SLF001
+                    yield fail, rule
+                    if fail and end_mode == "first":
+                        return
 
-        # Setup and load necessary data for each rule
         for rule in rules:
-            # Rule will have `skip` as it inherits from both Loader and Rule
-            if rule.skip(path, content) or _ignore.file(rule, content):  # pyright: ignore[reportAttributeAccessIssue]
-                continue
-            # Rule will have `_run_load` due to above
-            rule._run_load(  # noqa: SLF001  # pyright: ignore[reportAttributeAccessIssue]
-                path,
-                content,
-                lines,
-                ignore_spans=list(_ignore.spans(path, rule, lines)),
-            )
-            for fail in rule():
-                yield fail, rule
-                if fail and end_mode == "first":
-                    return
-            if isinstance(rule, r.File):
-                fail = rule._run_finalize()  # noqa: SLF001
-                yield fail, rule
-                if fail and end_mode == "first":
-                    return
-
-    for rule in rules:
-        # Rule will have `_run_load` as it inherits from both Loader and Rule
-        rule._run_reset()  # noqa: SLF001  # pyright: ignore[reportAttributeAccessIssue]
-
-    for rule in (rule for rule in rules if isinstance(rule, r.All)):
-        fail = rule._run_finalize()  # noqa: SLF001
-        yield fail, rule
-        if fail and end_mode == "first":
-            return  # pragma: no cover
+            # Rule will have `_run_load` as it inherits from both
+            # Loader and Rule.
+            rule._run_reset()  # noqa: SLF001  # pyright: ignore[reportAttributeAccessIssue]
+
+        for rule in (rule for rule in rules if isinstance(rule, r.All)):
+            fail = rule._run_finalize()  # noqa: SLF001
+            yield fail, rule
+            if fail and end_mode == "first":
+                return  # pragma: no cover
+    finally:
+        for rule in rules:
+            rule._run_reset()  # noqa: SLF001  # pyright: ignore[reportAttributeAccessIssue]
+            if isinstance(rule, (r.File, r.All)):
+                rule.n_fails = 0
 
 
 def _load(
diff --git a/src/lintkit/_value.py b/src/lintkit/_value.py
index f29d124..7d74593 100644
--- a/src/lintkit/_value.py
+++ b/src/lintkit/_value.py
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -99,7 +99,7 @@ class Value(wrapt.ObjectProxy, typing.Generic[T]):  # pyright: ignore [reportUnt
 
     """
 
-    def __init__(  # noqa: PLR0913
+    def __init__(  # noqa: PLR0913, PLR0917
         self,
         value: T = None,
         start_line: Pointer | None = None,
diff --git a/src/lintkit/cli/_subcommand.py b/src/lintkit/cli/_subcommand.py
index f8f3c7c..2e5fd6f 100644
--- a/src/lintkit/cli/_subcommand.py
+++ b/src/lintkit/cli/_subcommand.py
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -84,14 +84,14 @@ def rules(
     header = ("Name", "Enabled", "Description")
 
     rows: list[tuple[str, str | bool, str]] = [header]
-    for rule, code in zip(registry.rules(), registry.codes(), strict=False):
-        rows.append(
-            (
-                f"{settings.name}{code}",
-                code in enabled,
-                rule.description(),
-            )
+    rows.extend(
+        (
+            f"{settings.name}{rule.code}",
+            rule.code in enabled,
+            rule.description(),
         )
+        for rule in registry.rules()
+    )
 
     maximum_widths = tuple(
         max(len(str(row[i])) for row in rows) for i in range(len(header))
diff --git a/src/lintkit/output.py b/src/lintkit/output.py
index 9785fc5..0809248 100644
--- a/src/lintkit/output.py
+++ b/src/lintkit/output.py
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -80,7 +80,7 @@ def my_output(
 from . import available
 
 
-def stdout(  # noqa: PLR0913
+def stdout(  # noqa: PLR0913, PLR0917
     name: str,
     code: int,
     message: str,
@@ -123,7 +123,7 @@ def stdout(  # noqa: PLR0913
 if available.RICH:
     import rich as r
 
-    def rich(  # noqa: PLR0913
+    def rich(  # noqa: PLR0913, PLR0917
         name: str,
         code: int,
         message: str,
diff --git a/src/lintkit/registry.py b/src/lintkit/registry.py
index 77ab445..615da87 100644
--- a/src/lintkit/registry.py
+++ b/src/lintkit/registry.py
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -38,7 +38,7 @@ def codes() -> tuple[int, ...]:
         A tuple of all registered rule codes.
 
     """
-    return tuple(_registry.keys())
+    return tuple(sorted(_registry))
 
 
 def rules() -> tuple[Rule, ...]:
@@ -48,7 +48,7 @@ def rules() -> tuple[Rule, ...]:
         A tuple of all registered rules.
 
     """
-    return tuple(_registry.values())
+    return tuple(_registry[code] for code in sorted(_registry))
 
 
 def inject(attribute: str, value: typing.Any) -> None:
@@ -108,7 +108,7 @@ def query(
 
     """
     codes = _process(_registry.keys(), include_codes, exclude_codes)
-    return (rule for code, rule in _registry.items() if code in codes)
+    return (_registry[code] for code in sorted(_registry) if code in codes)
 
 
 # This function is used by `Rule` class to register itself
diff --git a/tests/test_cli.py b/tests/test_cli.py
index 30250bf..d15fd6b 100644
--- a/tests/test_cli.py
+++ b/tests/test_cli.py
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -31,7 +31,7 @@
         ["rules"],
     ),
 )
-def test_smoke(  # noqa: PLR0913
+def test_smoke(  # noqa: PLR0913, PLR0917
     files_help: str | None,
     include_codes: Iterable[int] | None,
     exclude_codes: Iterable[int] | None,
diff --git a/tests/test_run.py b/tests/test_run.py
index 86dbc50..d18173b 100644
--- a/tests/test_run.py
+++ b/tests/test_run.py
@@ -1,4 +1,4 @@
-# SPDX-FileCopyrightText: © 2025 open-nudge <https://github.com/open-nudge>
+# SPDX-FileCopyrightText: © 2025, 2026 open-nudge <https://github.com/open-nudge>
 # SPDX-FileContributor: szymonmaszke <github@maszke.co>
 #
 # SPDX-License-Identifier: Apache-2.0
@@ -14,6 +14,28 @@
 import lintkit
 
 
+def test_run_reset(request: pytest.FixtureRequest) -> None:
+    """Test that an interrupted run does not leak rule state.
+
+    Args:
+        request:
+            Pytest fixture request object
+            (used to get paths to test files and data).
+
+    """
+    tests = request.path.parent.resolve()
+    with pytest.raises(lintkit.error.IgnoreRangeError):
+        _ = lintkit.run(
+            (tests / "conftest.py", tests / "test_error.py"),
+            include_codes=(1, 102),
+        )
+
+    assert not lintkit.run(
+        (tests / "data").glob("*"),
+        include_codes=(102,),
+    )
+
+
 @pytest.mark.parametrize("include_codes", ((1, 2, 3), None))
 @pytest.mark.parametrize(
     "exclude_codes", (lintkit.registry.codes(), (2, 3), None)
@@ -103,4 +125,4 @@ def test_run_mode(
     else:
         # All fails should be returned (as many as files)
         # See test_not_node.py for details
-        assert fails_counter == 3  # noqa: PLR2004
+        assert fails_counter == 4  # noqa: PLR2004