diff --git a/.github/workflows/vale.yml b/.github/workflows/vale.yml
index b6c4e982b68..3a23164c659 100644
--- a/.github/workflows/vale.yml
+++ b/.github/workflows/vale.yml
@@ -1,4 +1,4 @@
-name: Vale Linting and Suggestions
+name: Lint and suggest
 
 on:
   pull_request:
@@ -6,36 +6,121 @@ on:
       - '**/*.md'
 
 jobs:
-  vale-lint:
+  vale: 
     runs-on: ubuntu-latest
 
     steps:
-      - name: Checkout code
-        uses: actions/checkout@v2
-
-      - name: Set up Vale
-        run: |
-          curl -sfL https://install.goreleaser.com/github.com/errata-ai/vale.sh | sh -s -- -b $HOME/.local/bin
-          echo "$HOME/.local/bin" >> $GITHUB_PATH
-
-      - name: Run Vale
-        run: |
-          vale --output=JSON . > vale_output.json
-
-      - name: Install jq
-        run: sudo apt-get install -y jq
-
-      - name: Process Vale Output for Reviewdog
-        run: |
-          jq -c '.[] | {file: .Path, line: .Line, column: .Span[0], message: .Message, suggestion: .Suggestions[0], severity: .Severity}' vale_output.json > rdjson_output.jsonl
-
-      - name: Reviewdog - Report results and Suggest changes
-        uses: reviewdog/action-suggester@v1
-        with:
-          tool_name: vale
-          level: warning
-          reporter: github-pr-review
-          filter_mode: added
-          fail_on_error: true
-          input_file: rdjson_output.jsonl
-          github_token: ${{ secrets.REVIEWDOG_GITHUB_API_TOKEN }}
+    - name: Checkout code
+      uses: actions/checkout@v3
+      with:
+        fetch-depth: 0
+
+    - name: Install Vale
+      uses: errata-ai/vale-action@v2
+
+    - name: Install jq
+      run: sudo apt-get install -y jq
+
+    - name: Get changed files
+      id: changed-files
+      run: |
+        BASE_SHA=$(git merge-base origin/${{ github.event.pull_request.base.ref }} ${{ github.sha }})
+        CHANGED_FILES=$(git diff --name-only $BASE_SHA ${{ github.sha }} -- '*.md')
+        echo "CHANGED_FILES=$CHANGED_FILES" >> $GITHUB_ENV
+        echo "::set-output name=files::$(echo $CHANGED_FILES | jq -R -s -c 'split(\"\n\")[:-1]')"
+
+    - name: Print Changed Files
+      run: echo $CHANGED_FILES
+
+    - name: Run Vale on changed files
+      run: |
+        for file in $(echo ${{ steps.changed-files.outputs.files }} | jq -r '.[]'); do
+          echo "Running Vale on $file"
+          vale --output=JSON $file > "vale_output_${file//\//_}.json"
+          vale --output=edit $file > "vale_output_${file//\//_}_edit.md"
+        done
+        echo "Vale outputs:"
+        ls -l
+
+    - name: Apply Vale edits and save originals
+      run: |
+        mkdir -p original_files
+        mkdir -p corrected_files
+        for file in $(echo ${{ steps.changed-files.outputs.files }} | jq -r '.[]'); do
+          echo "Copying $file to original_files/${file//\//_}.original"
+          cp "$file" "original_files/${file//\//_}.original"
+          echo "Copying vale_output_${file//\//_}_edit.md to corrected_files/${file//\//_}"
+          cp "vale_output_${file//\//_}_edit.md" "corrected_files/${file//\//_}"
+        done
+        echo "Original files:"
+        ls -l original_files
+        echo "Corrected files:"
+        ls -l corrected_files
+      env:
+        REVIEWDOG_GITHUB_API_TOKEN: ${{ secrets.REVIEWDOG_GITHUB_API_TOKEN }}
+
+    - name: Upload original files
+      uses: actions/upload-artifact@v3
+      with:
+        name: original-files
+        path: original_files/
+
+    - name: Upload corrected files
+      uses: actions/upload-artifact@v3
+      with:
+        name: corrected-files
+        path: corrected_files/
+
+  suggest: 
+    runs-on: ubuntu-latest
+    needs: vale
+
+    steps:
+    - name: Checkout code
+      uses: actions/checkout@v3
+
+    - name: Download original files
+      uses: actions/download-artifact@v3
+      with:
+        name: original-files
+
+    - name: Download corrected files
+      uses: actions/download-artifact@v3
+      with:
+        name: corrected-files
+
+    - name: List downloaded files
+      run: |
+        echo "Original files:"
+        ls -l original_files
+        echo "Corrected files:"
+        ls -l corrected_files
+
+    - name: Run Reviewdog Suggestion Action
+      uses: reviewdog/action-suggester@v1
+      with:
+        github_token: ${{ secrets.REVIEWDOG_GITHUB_API_TOKEN }}
+        tool_name: Vale
+        level: "warning"
+        filter_mode: "diff_context"
+        fail_on_error: "false"
+        reviewdog_flags: ""
+        cleanup: "true"
+
+    - name: Run Reviewdog with corrected files
+      run: |
+        mkdir -p temp_diff
+        for file in original_files/*.original; do
+          original="$file"
+          corrected="corrected_files/$(basename "$file" .original)"
+          diff_output=$(diff -u "$original" "$corrected")
+          if [[ -n "$diff_output" ]]; then
+            echo "$diff_output" > "temp_diff/$(basename "$file" .original).diff"
+          fi
+        done
+        ls temp_diff/
+        for diff_file in temp_diff/*.diff; do
+          reviewdog -f=diff -name="Vale" -reporter=github-pr-review -level=warning -filter-mode=nofilter < "$diff_file"
+        done
+      env:
+        REVIEWDOG_GITHUB_API_TOKEN: ${{ secrets.REVIEWDOG_GITHUB_API_TOKEN }}