diff --git a/.github/workflows/changerelease.yml b/.github/workflows/changerelease.yml
index 12cd9ab8..bcf0f05e 100644
--- a/.github/workflows/changerelease.yml
+++ b/.github/workflows/changerelease.yml
@@ -14,7 +14,7 @@ jobs:
     continue-on-error: true
     permissions:
       contents: "write"
-    runs-on: "ubuntu-22.04"
+    runs-on: "ubuntu-24.04"
     steps:
       - uses: "dropseed/changerelease@3b121c9e98fa055f59a32b023cb4fd2325f4d9dc" # v1.6.0
         with:
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 577ca5fb..d23eada7 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -13,29 +13,29 @@ defaults:
     shell: "pwsh"
 jobs:
   sync:
-    runs-on: "ubuntu-22.04"
+    runs-on: "ubuntu-24.04"
     steps:
-      - uses: "actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332" # v4.1.7
+      - uses: "actions/checkout@d632683dd7b4114ad314bca15554477dd762a938" # v4.2.0
         with:
           submodules: True
-      - uses: "astral-sh/setup-uv@9f1f1fece28798fe5e7ece00f4243abe886974b2" # v3.0.0
+      - uses: "astral-sh/setup-uv@c9aa747934b6867b18bf8f6624a8929c4f76147b" # v3.1.4
         with:
           version: "0.4.15"
           enable-cache: true
       - run: "./Invoke-Uv.ps1"
-      - uses: "actions/upload-artifact@0b2256b8c012f0828dc542b3febcab082c67f72b" # v4.3.4
+      - uses: "actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874" # v4.4.0
         with:
           name: "lock"
           path: |
             uv.lock
             requirements
   build-docs:
-    runs-on: "ubuntu-22.04"
+    runs-on: "ubuntu-24.04"
     steps:
-      - uses: "actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332" # v4.1.7
+      - uses: "actions/checkout@d632683dd7b4114ad314bca15554477dd762a938" # v4.2.0
         with:
           submodules: True
-      - uses: "astral-sh/setup-uv@9f1f1fece28798fe5e7ece00f4243abe886974b2" # v3.0.0
+      - uses: "astral-sh/setup-uv@c9aa747934b6867b18bf8f6624a8929c4f76147b" # v3.1.4
         with:
           version: "0.4.15"
           enable-cache: true
@@ -50,44 +50,44 @@ jobs:
     environment:
       name: "github-pages"
       url: "${{ steps.deployment.outputs.page_url }}"
-    runs-on: "ubuntu-22.04"
+    runs-on: "ubuntu-24.04"
     steps:
       - id: "deployment"
         uses: "actions/deploy-pages@d6db90164ac5ed86f2b6aed7e0febac5b3c0c03e" # v4.0.5
   ruff:
-    runs-on: "ubuntu-22.04"
+    runs-on: "ubuntu-24.04"
     steps:
-      - uses: "actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332" # v4.1.7
+      - uses: "actions/checkout@d632683dd7b4114ad314bca15554477dd762a938" # v4.2.0
         with:
           submodules: True
-      - uses: "astral-sh/setup-uv@9f1f1fece28798fe5e7ece00f4243abe886974b2" # v3.0.0
+      - uses: "astral-sh/setup-uv@c9aa747934b6867b18bf8f6624a8929c4f76147b" # v3.1.4
         with:
           version: "0.4.15"
           enable-cache: true
       - run: "./Invoke-Uv.ps1 ruff check --no-fix --output-format github ."
   fawltydeps:
-    runs-on: "ubuntu-22.04"
+    runs-on: "ubuntu-24.04"
     steps:
-      - uses: "actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332" # v4.1.7
+      - uses: "actions/checkout@d632683dd7b4114ad314bca15554477dd762a938" # v4.2.0
         with:
           submodules: True
-      - uses: "astral-sh/setup-uv@9f1f1fece28798fe5e7ece00f4243abe886974b2" # v3.0.0
+      - uses: "astral-sh/setup-uv@c9aa747934b6867b18bf8f6624a8929c4f76147b" # v3.1.4
         with:
           version: "0.4.15"
           enable-cache: true
       - run: ". ./dev.ps1 && iuv pre-commit run fawltydeps-src && iuv pre-commit run fawltydeps-dev"
   pyright:
-    runs-on: "ubuntu-22.04"
+    runs-on: "ubuntu-24.04"
     steps:
-      - uses: "actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332" # v4.1.7
+      - uses: "actions/checkout@d632683dd7b4114ad314bca15554477dd762a938" # v4.2.0
         with:
           submodules: True
-      - uses: "astral-sh/setup-uv@9f1f1fece28798fe5e7ece00f4243abe886974b2" # v3.0.0
+      - uses: "astral-sh/setup-uv@c9aa747934b6867b18bf8f6624a8929c4f76147b" # v3.1.4
         with:
           version: "0.4.15"
           enable-cache: true
       - run: "./Invoke-Uv.ps1"
-      - uses: "jakebailey/pyright-action@3bdde3b31d26f0f1f5de051b1fbd7a536a9a4e7f" # v2.3.1
+      - uses: "jakebailey/pyright-action@b5d50e5cde6547546a5c4ac92e416a8c2c1a1dfe" # v2.3.2
         with:
           pylance-version: "${{ env.PYRIGHT_PYTHON_PYLANCE_VERSION }}"
   test:
@@ -106,10 +106,10 @@ jobs:
       - if: startsWith(matrix.runner, 'ubuntu')
         name: "Install PySide6 system dependencies"
         run: "sudo apt update && sudo apt install libegl1-mesa-dev"
-      - uses: "actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332" # v4.1.7
+      - uses: "actions/checkout@d632683dd7b4114ad314bca15554477dd762a938" # v4.2.0
         with:
           submodules: True
-      - uses: "astral-sh/setup-uv@9f1f1fece28798fe5e7ece00f4243abe886974b2" # v3.0.0
+      - uses: "astral-sh/setup-uv@c9aa747934b6867b18bf8f6624a8929c4f76147b" # v3.1.4
         with:
           version: "0.4.15"
           enable-cache: true
@@ -117,7 +117,7 @@ jobs:
       - if: startsWith(matrix.runner, 'ubuntu') && matrix.python == '3.11'
         run: "./Invoke-Uv.ps1 pytest --cov --cov-config=pyproject.toml --cov-report=xml"
       - if: startsWith(matrix.runner, 'ubuntu') && matrix.python == '3.11'
-        uses: "codecov/codecov-action@e28ff129e5465c2c0dcc6f003fc735cb6ae0c673" # v4.5.0
+        uses: "codecov/codecov-action@b9fd7d16f6d7d1b5d2bec1a2887e65ceed900238" # v4.6.0
         env:
           CODECOV_TOKEN: "${{ secrets.CODECOV_TOKEN }}"
       - if: (!(startsWith(matrix.runner, 'ubuntu') && matrix.python == '3.11'))
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 07360242..2cacfac4 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -13,24 +13,24 @@ jobs:
       contents: "write"
       id-token: "write"
       attestations: "write"
-    runs-on: "ubuntu-22.04"
+    runs-on: "ubuntu-24.04"
     environment:
       name: "release"
       url: "https://pypi.org/p/boilercv"
     steps:
-      - uses: "actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332" # v4.1.7
-      - uses: "astral-sh/setup-uv@9f1f1fece28798fe5e7ece00f4243abe886974b2" # v3.0.0
+      - uses: "actions/checkout@d632683dd7b4114ad314bca15554477dd762a938" # v4.2.0
+      - uses: "astral-sh/setup-uv@c9aa747934b6867b18bf8f6624a8929c4f76147b" # v3.1.4
         with:
           version: "0.4.15"
           enable-cache: true
       - run: "./Invoke-Uv.ps1 -Build"
-      - uses: actions/attest-build-provenance@5e9cb68e95676991667494a6a4e59b8a2f13e1d0 # v1.3.3
+      - uses: actions/attest-build-provenance@1c608d11d69870c2092266b3f9a6f3abbf17002c # v1.4.3
         with:
           subject-path: "dist/**"
       - run: "gh release upload '${{ github.event.release.tag_name }}' dist/**"
         env:
           GITHUB_TOKEN: "${{ github.token }}"
-      - uses: "pypa/gh-action-pypi-publish@ec4db0b4ddc65acdf4bff5fa45ac92d78b56bdf0" # v1.9.0
+      - uses: "pypa/gh-action-pypi-publish@f7600683efdcb7656dec5b29656edb7bc586e597" # v1.10.3
   changerelease:
     needs: "release"
     permissions:
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4493f1de..d8cacf22 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -96,19 +96,19 @@ repos:
             docs/.*\.ipynb
           )$
   - repo: "https://github.com/pre-commit/pre-commit-hooks"
-    rev: "v4.6.0"
+    rev: "v5.0.0"
     hooks:
       - id: "end-of-file-fixer"
       - id: "trailing-whitespace"
   - repo: "https://github.com/iterative/dvc"
-    rev: "3.51.2"
+    rev: "3.55.2"
     hooks:
       - id: "dvc-post-checkout"
         additional_dependencies: ["dvc[gs]"]
       - id: "dvc-pre-push"
         additional_dependencies: ["dvc[gs]"]
   - repo: "https://github.com/DavidAnson/markdownlint-cli2"
-    rev: "v0.13.0"
+    rev: "v0.14.0"
     hooks:
       - id: "markdownlint-cli2"
   - repo: "https://github.com/srstevenson/nb-clean"
diff --git a/.uv-version b/.uv-version
index 4ea988fb..9bd36d9d 100644
--- a/.uv-version
+++ b/.uv-version
@@ -1 +1 @@
-0.4.15
+0.4.18
diff --git a/packages/boilercine b/packages/boilercine
index 95927387..9a5e70d2 160000
--- a/packages/boilercine
+++ b/packages/boilercine
@@ -1 +1 @@
-Subproject commit 95927387b19e0033831e52777fcfe102d08002d0
+Subproject commit 9a5e70d2ca6ff8f1d86946c93821e9e3ac596056
diff --git a/packages/cachier b/packages/cachier
index db7f394a..474294fa 160000
--- a/packages/cachier
+++ b/packages/cachier
@@ -1 +1 @@
-Subproject commit db7f394a553a90944ca25c2d687771006e77a024
+Subproject commit 474294fac83b029f13dd61b8d2822923045d4504
diff --git a/packages/context_models b/packages/context_models
index 3502b886..b1ab19d4 160000
--- a/packages/context_models
+++ b/packages/context_models
@@ -1 +1 @@
-Subproject commit 3502b886fdca393101d2998f65d8b7afe9fb829c
+Subproject commit b1ab19d4567fde5d7ac61df9066e68e85c2acc08
diff --git a/typings b/typings
index 8723cee7..70ddd7e3 160000
--- a/typings
+++ b/typings
@@ -1 +1 @@
-Subproject commit 8723cee709c136b91e81a07ef47bad2bae02e25d
+Subproject commit 70ddd7e3b6e87fb5c0f27ec38c884eeda26328bb