diff --git a/.github/workflows/vale.yml b/.github/workflows/vale.yml
index b1baf5b595d..f72261edcc0 100644
--- a/.github/workflows/vale.yml
+++ b/.github/workflows/vale.yml
@@ -21,6 +21,8 @@ jobs:
 
     - name: Install Vale
       uses: errata-ai/vale-action@v2
+      with:
+        version: latest
 
     - name: Get changed files
       id: changed-files
@@ -37,8 +39,7 @@ jobs:
       run: |
         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"
+          vale --output=line "$file"
         done
         echo "Vale outputs:"
         ls -l
diff --git a/styles/custom/SentenceCaseHeaders.yml b/styles/custom/SentenceCaseHeaders.yml
index d565bee6a0a..44a3acbe9e1 100644
--- a/styles/custom/SentenceCaseHeaders.yml
+++ b/styles/custom/SentenceCaseHeaders.yml
@@ -2,7 +2,10 @@ extends: existence
 
 message: "Header '%s' should be in sentence case: 'Sentence case header'."
 level: warning
-scope: heading
-ignorecase: false
+scope:
+    - heading.h1
+    - heading.h2
+    - heading.h3
+    - heading.h4
 tokens: |
   ^[#]{1,4}\s+[a-z][^\n]*$
diff --git a/styles/custom/Spelling.yml b/styles/custom/Spelling.yml
index 2cf033f7ea6..edafa517926 100644
--- a/styles/custom/Spelling.yml
+++ b/styles/custom/Spelling.yml
@@ -2,17 +2,6 @@ extends: spelling
 
 message: "Detected non-American spelling. Consider using American spelling: '%s' instead of '%s."
 level: warning
-ignore:
-  - dbt
-  - dbt Cloud
-  - ETL
-  - ELT
-  - DAG
-  - CTE
-  - DDL
-  - DML
-  - JSON
-  - CI/CD
 
 path: styles/custom/your-dictionary.dic
 
diff --git a/styles/custom/Typos.yml b/styles/custom/Typos.yml
index be02d360dcc..40a091e3e56 100644
--- a/styles/custom/Typos.yml
+++ b/styles/custom/Typos.yml
@@ -1,6 +1,6 @@
 extends: substitution
 
-message: "Possible typo detected: Consider using '%s' instead of '%s'"
+message: "Oops there's a typo! Consider changing '{{.Match}}' to '{{.Suggestions}}.'"
 level: warning
 swap:
   - teh: the
@@ -10,5 +10,17 @@ swap:
   - occured: occurred
   - untill: until
 
+ignore:
+  - dbt
+  - dbt Cloud
+  - ETL
+  - ELT
+  - DAG
+  - CTE
+  - DDL
+  - DML
+  - JSON
+  - CI/CD
+  
 action:
   name: replace