diff --git a/.github/workflows/vale.yml b/.github/workflows/vale.yml
index 5feaaa12a20..8abc5e2f50b 100644
--- a/.github/workflows/vale.yml
+++ b/.github/workflows/vale.yml
@@ -29,11 +29,11 @@ jobs:
           python-version: '3.x'
 
       - name: Install Vale
-        run: pip install vale==2.27.0  # Install a stable version of Vale
+        run: pip install vale==3.9.1.0  # Install a stable version of Vale
 
       - name: Get changed files
         id: changed-files
-        uses: tj-actions/changed-files@v34
+        uses: tj-actions/changed-files@v45
         with:
           files: |
             website/**/*.md
@@ -63,10 +63,9 @@ jobs:
         uses: errata-ai/vale-action@reviewdog
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
-          reporter: github-check
+          reporter: github-pr-review
           files: ${{ steps.changed-files.outputs.all_changed_and_modified_files }}
           separator: ' '
-          version: '2.27.0'
 
 #      - name: Post summary comment
 #        if: ${{ steps.changed-files.outputs.any_changed == 'true' }}
diff --git a/styles/Vocab/EN/accept.txt b/styles/config/vocabularies/EN/accept.txt
similarity index 94%
rename from styles/Vocab/EN/accept.txt
rename to styles/config/vocabularies/EN/accept.txt
index e673e2ef83d..083b42f7bed 100644
--- a/styles/Vocab/EN/accept.txt
+++ b/styles/config/vocabularies/EN/accept.txt
@@ -65,3 +65,5 @@ N/A
 pseudocolumn
 yml
 values=
+dbt v\\d+\\.\\d+
+v\\d+\\.\\d+
diff --git a/styles/Vocab/EN/reject.txt b/styles/config/vocabularies/EN/reject.txt
similarity index 100%
rename from styles/Vocab/EN/reject.txt
rename to styles/config/vocabularies/EN/reject.txt
diff --git a/styles/custom/Typos.yml b/styles/custom/Typos.yml
index 456517950a9..c1ad5cbe95b 100644
--- a/styles/custom/Typos.yml
+++ b/styles/custom/Typos.yml
@@ -37,3 +37,5 @@ tokens:
   - '\w+/\w+|\w+-\w+|n/a'
   - 'n/a' 
   - 'N/A'
+  - 'dbt v\\d+\\.\\d+'
+  - 'v\\d+\\.\\d+ '