diff --git a/.github/workflows/pre-commit.yaml b/.github/workflows/pre-commit.yaml
index bb5d52a..79938e8 100644
--- a/.github/workflows/pre-commit.yaml
+++ b/.github/workflows/pre-commit.yaml
@@ -26,7 +26,7 @@ jobs:
 
       # Cache the pre-commit environments based on the config file hash
       - name: Cache Pre-Commit Environments
-        uses: actions/cache@v4
+        uses: actions/cache@v6
         with:
           path: ~/.cache/pre-commit
           key: pre-commit-${{ runner.os }}-${{ hashFiles('.pre-commit-config.yaml') }}
diff --git a/.github/workflows/tag_and_release.yaml b/.github/workflows/tag_and_release.yaml
index c728016..37fb37f 100644
--- a/.github/workflows/tag_and_release.yaml
+++ b/.github/workflows/tag_and_release.yaml
@@ -62,7 +62,7 @@ jobs:
 
       # Cache the pre-commit environments based on the config file hash
       - name: Cache Pre-Commit Environments
-        uses: actions/cache@v4
+        uses: actions/cache@v6
         with:
           path: ~/.cache/pre-commit
           key: pre-commit-${{ runner.os }}-${{ hashFiles('.pre-commit-config.yaml') }}