diff --git a/.github/workflows/vale.yml b/.github/workflows/vale.yml
index d1b6a406018..85903a3a9fd 100644
--- a/.github/workflows/vale.yml
+++ b/.github/workflows/vale.yml
@@ -1,4 +1,4 @@
-name: Lint and Suggest
+name: Lint and suggest
 
 on:
   pull_request:
@@ -10,7 +10,7 @@ permissions:
   pull-requests: write
 
 jobs:
-  vale:
+  vale: # Vale linting job
     runs-on: ubuntu-latest
 
     steps:
@@ -21,8 +21,6 @@ jobs:
 
     - name: Install Vale
       uses: errata-ai/vale-action@v2
-      with:
-        version: latest
 
     - name: Install jq
       run: sudo apt-get install -y jq
@@ -33,14 +31,14 @@ jobs:
         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 $CHANGED_FILES | jq -R -s -c 'split(\"\\n\")[:-1]')"
+        echo "CHANGED_FILES=$(echo $CHANGED_FILES | jq -R -s -c 'split(\"\n\")[:-1]')" >> $GITHUB_ENV
 
     - 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
+        for file in ${{ env.CHANGED_FILES }}; do
           echo "Running Vale on $file"
           vale --output=JSON $file > "vale_output_${file//\//_}.json"
           vale --output=edit $file > "vale_output_${file//\//_}_edit.md"
diff --git a/styles/custom/Typos.yml b/styles/custom/Typos.yml
index 40a091e3e56..5d56dec1097 100644
--- a/styles/custom/Typos.yml
+++ b/styles/custom/Typos.yml
@@ -9,18 +9,7 @@ swap:
   - seperate: separate
   - occured: occurred
   - untill: until
+  - occurence: occurrence
 
-ignore:
-  - dbt
-  - dbt Cloud
-  - ETL
-  - ELT
-  - DAG
-  - CTE
-  - DDL
-  - DML
-  - JSON
-  - CI/CD
-  
 action:
   name: replace