diff --git a/.github/workflows/create_github_release.yaml b/.github/workflows/create_github_release.yaml
index 257fbda..1155016 100644
--- a/.github/workflows/create_github_release.yaml
+++ b/.github/workflows/create_github_release.yaml
@@ -18,7 +18,7 @@ jobs:
       tag_version: ${{ steps.create_release.outputs.tag_version }}
     steps:
       - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           fetch-depth: 0
       - name: Create Release
@@ -38,7 +38,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
       - name: Update system repositories
         run: sudo apt-get update
       - name: Install system dependencies
diff --git a/.github/workflows/draft-paper.yaml b/.github/workflows/draft-paper.yaml
index a2c4c93..5a13372 100644
--- a/.github/workflows/draft-paper.yaml
+++ b/.github/workflows/draft-paper.yaml
@@ -11,7 +11,7 @@ jobs:
     name: Paper Draft
     steps:
       - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
       - name: Build draft PDF
         uses: openjournals/openjournals-draft-action@master
         with:
@@ -19,7 +19,7 @@ jobs:
           # This should be the path to the paper within your repo.
           paper-path: joss/paper.md
       - name: Upload
-        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
         with:
           name: paper
           # This is the output path where Pandoc will write the compiled
diff --git a/.github/workflows/github_release.yml b/.github/workflows/github_release.yml
index 30527d0..2058d23 100644
--- a/.github/workflows/github_release.yml
+++ b/.github/workflows/github_release.yml
@@ -19,7 +19,7 @@ jobs:
       tag_version: ${{ steps.create_release.outputs.tag_version }}
     steps:
       - name: Checkout
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
         with:
           fetch-depth: 0
       - name: Get most recent tag
@@ -46,7 +46,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
       - name: Install system dependencies
         run: |
           sudo apt-get update && \
@@ -69,7 +69,7 @@ jobs:
         run: echo "NEWNAME=$(./utilities/rename-package.R *.tar.gz)" >> "$GITHUB_ENV"
       - name: Attest builds
         id: attest_build
-        uses: actions/attest-build-provenance@e8998f949152b193b063cb0ec769d69d929409be # v2.4.0
+        uses: actions/attest-build-provenance@00014ed6ed5efc5b1ab7f7f34a39eb55d41aa4f8 # v3.1.0
         with:
           subject-path: ${{ env.NEWNAME }}
       - name: debug
diff --git a/.github/workflows/pkgdown.yml b/.github/workflows/pkgdown.yml
index e48b075..6e20c22 100644
--- a/.github/workflows/pkgdown.yml
+++ b/.github/workflows/pkgdown.yml
@@ -19,7 +19,7 @@ jobs:
       id-token: write
     steps:
       - name: Checkout
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+        uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
       - name: Setup R
         uses: r-lib/actions/setup-r@bd49c52ffe281809afa6f0fecbf37483c5dd0b93 # v2.11.3
         with:
diff --git a/.github/workflows/test-coverage.yaml b/.github/workflows/test-coverage.yaml
index 8eb08e7..3e364a8 100644
--- a/.github/workflows/test-coverage.yaml
+++ b/.github/workflows/test-coverage.yaml
@@ -15,7 +15,7 @@ jobs:
       GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
 
     steps:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6
 
       - uses: r-lib/actions/setup-r@bd49c52ffe281809afa6f0fecbf37483c5dd0b93 # v2
         with:
@@ -44,7 +44,7 @@ jobs:
 
       - name: Upload test results
         if: always()
-        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6
         with:
           name: coverage-test-failures
           path: ${{ runner.temp }}/package
diff --git a/.github/workflows/test-coverage.yml b/.github/workflows/test-coverage.yml
index d0ec1a5..1ae25f2 100644
--- a/.github/workflows/test-coverage.yml
+++ b/.github/workflows/test-coverage.yml
@@ -21,7 +21,7 @@ jobs:
       GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
 
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
+      - uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
 
       - uses: r-lib/actions/setup-r@bd49c52ffe281809afa6f0fecbf37483c5dd0b93 # v2.11.3
         with:
@@ -52,7 +52,7 @@ jobs:
 
       - name: Upload test results
         if: always()
-        uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
+        uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
         with:
           name: coverage-test-failures
           path: ${{ runner.temp }}/package
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 84750b2..db06f39 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -46,7 +46,7 @@ repos:
       - id: no-debug-statement
       - id: deps-in-desc
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
+    rev: v6.0.0
     hooks:
       - id: check-added-large-files
         args: ["--maxkb=500"]