diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile
index d6b96ba..72f0e1a 100644
--- a/.devcontainer/Dockerfile
+++ b/.devcontainer/Dockerfile
@@ -78,7 +78,7 @@ RUN groupadd --gid $GID $USER \
 RUN python3 -m pip install -U \
     pre-commit
 
-# isntall development tooling
+# install development tooling
 RUN --mount=type=cache,target=/var/cache/apt,id=apt \
     apt-get update && apt-get upgrade -y \
     && apt-get install -q -y --no-install-recommends \
diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 3abae05..a770ff5 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -13,9 +13,9 @@ jobs:
       CCACHE_DIR: ${{ github.workspace }}/.ccache
     steps:
       - name: Check out the repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Cache ccache
-        uses: pat-s/always-upload-cache@v3.0.1
+        uses: pat-s/always-upload-cache@v3.0.11
         with:
           path: ${{ env.CCACHE_DIR }}
           key: ccache-${{ github.sha }}-${{ github.run_id }}
diff --git a/.github/workflows/docker.yaml b/.github/workflows/docker.yaml
index ff06935..f7bd113 100644
--- a/.github/workflows/docker.yaml
+++ b/.github/workflows/docker.yaml
@@ -15,18 +15,18 @@ jobs:
     runs-on: ubuntu-22.04
     steps:
       - name: Check out the repo
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Set up Docker Buildx
         id: buildx
-        uses: docker/setup-buildx-action@v2
+        uses: docker/setup-buildx-action@v3
       - name: Login to Github Container Registry
-        uses: docker/login-action@v2
+        uses: docker/login-action@v3
         with:
           registry: ghcr.io
           username: ${{ github.repository_owner }}
           password: ${{ secrets.GITHUB_TOKEN }}
       - name: Build and push
-        uses: docker/build-push-action@v3
+        uses: docker/build-push-action@v6
         with:
           context: .
           file: .devcontainer/Dockerfile
diff --git a/.github/workflows/format.yaml b/.github/workflows/format.yaml
index 27d5e7d..d29917a 100644
--- a/.github/workflows/format.yaml
+++ b/.github/workflows/format.yaml
@@ -10,8 +10,8 @@ jobs:
     name: pre-commit
     runs-on: ubuntu-22.04
     steps:
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v3
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
       - name: Install clang-format-14
         run: sudo apt-get install clang-format-14
-      - uses: pre-commit/action@v3.0.0
+      - uses: pre-commit/action@v3.0.1
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index fea7c9d..f953c07 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,7 +1,7 @@
 repos:
   # Standard hooks
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v3.4.0
+    rev: v5.0.0
     hooks:
       - id: check-added-large-files
       - id: check-ast
@@ -31,7 +31,7 @@ repos:
       - id: trailing-whitespace
 
   - repo: https://github.com/psf/black
-    rev: 20.8b1
+    rev: 24.10.0
     hooks:
       - id: black
 
@@ -46,7 +46,7 @@ repos:
         args: ['-fallback-style=none', '-i']
 
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.0.0
+    rev: v2.3.0
     hooks:
       - id: codespell
         args: ['--write-changes', '--ignore-words=.codespell_words']