diff --git a/.github/workflows/test-kaggle-script-action-failure.yml b/.github/workflows/test-kaggle-script-action-failure.yml
new file mode 100644
index 0000000..fe39b28
--- /dev/null
+++ b/.github/workflows/test-kaggle-script-action-failure.yml
@@ -0,0 +1,44 @@
+name: Test Kaggle Script Action Failure
+
+on:
+  pull_request:
+
+jobs:
+  test_kaggle_action_failure:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v3
+
+      - name: Set up Kaggle API credentials
+        env:
+          KAGGLE_USERNAME: ${{ secrets.KAGGLE_USERNAME }}
+          KAGGLE_KEY: ${{ secrets.KAGGLE_KEY }}
+        run: |
+          echo "KAGGLE_USERNAME=${KAGGLE_USERNAME}" >> $GITHUB_ENV
+          echo "KAGGLE_KEY=${KAGGLE_KEY}" >> $GITHUB_ENV
+
+      - name: Test Kaggle Script Action Failure
+        id: kaggle_test
+        uses: ./
+        with:
+          username: ${{ secrets.KAGGLE_USERNAME }}
+          key: ${{ secrets.KAGGLE_KEY }}
+          title: "Test Kaggle Script Action Failure"
+          custom_script: |
+              python test.py --url "https://jsonplaceholder.typicode.com/nonexistent"
+          working_subdir: "tests"
+          enable_internet: true
+          enable_gpu: true
+          enable_tpu: false
+          sleep_time: 10
+        continue-on-error: true
+
+      - name: Verify Workflow Outcome
+        if: steps.kaggle_test.outcome == 'success'
+        run: exit 1
+
+      - name: Verify Workflow Outcome (Negative Case)
+        if: steps.kaggle_test.outcome == 'failure'
+        run: exit 0
\ No newline at end of file
diff --git a/.github/workflows/test-kaggle-action.yml b/.github/workflows/test-kaggle-script-action.yml
similarity index 65%
rename from .github/workflows/test-kaggle-action.yml
rename to .github/workflows/test-kaggle-script-action.yml
index 15af21c..069242c 100644
--- a/.github/workflows/test-kaggle-action.yml
+++ b/.github/workflows/test-kaggle-script-action.yml
@@ -4,13 +4,21 @@ on:
   pull_request:
 
 jobs:
-  test_kaggle_action:
+  test_kaggle_script_action:
     runs-on: ubuntu-latest
 
     steps:
       - name: Checkout repository
         uses: actions/checkout@v3
 
+      - name: Set up Kaggle API credentials
+        env:
+          KAGGLE_USERNAME: ${{ secrets.KAGGLE_USERNAME }}
+          KAGGLE_KEY: ${{ secrets.KAGGLE_KEY }}
+        run: |
+          echo "KAGGLE_USERNAME=${KAGGLE_USERNAME}" >> $GITHUB_ENV
+          echo "KAGGLE_KEY=${KAGGLE_KEY}" >> $GITHUB_ENV
+
       - name: Test Kaggle Script Action
         uses: ./
         with:
diff --git a/README.md b/README.md
index a8ef67f..99df177 100644
--- a/README.md
+++ b/README.md
@@ -49,7 +49,7 @@ on:
   pull_request:
 
 jobs:
-  test_kaggle_action:
+  run_unit_tests:
     runs-on: ubuntu-latest
 
     steps:
@@ -57,7 +57,7 @@ jobs:
         uses: actions/checkout@v3
 
       - name: Execute Kaggle Script Action
-        uses: KevKibe/kaggle-script-action@v1.0.1
+        uses: KevKibe/kaggle-script-action@v1.0.2
         with:
           username: ${{ secrets.KAGGLE_USERNAME }}
           key: ${{ secrets.KAGGLE_KEY }}
@@ -79,7 +79,7 @@ on:
       - main
 
 jobs:
-  test_kaggle_action:
+  run_model_training:
     runs-on: ubuntu-latest
 
     steps:
@@ -87,7 +87,7 @@ jobs:
         uses: actions/checkout@v3
 
       - name: Run Bert Model Training
-        uses: KevKibe/kaggle-script-action@v1.0.1
+        uses: KevKibe/kaggle-script-action@v1.0.2
         with:
           username: ${{ secrets.KAGGLE_USERNAME }}
           key: ${{ secrets.KAGGLE_KEY }}
diff --git a/action.yml b/action.yml
index d89270c..e23d1da 100644
--- a/action.yml
+++ b/action.yml
@@ -237,14 +237,15 @@ runs:
         action_path="${{ github.action_path }}"
         action_path=$(realpath "${{ github.action_path }}")
         echo "Checking status for Kaggle kernel: '$kernel_name'"
-
+        
         log_message() {
             echo "[$(date +'%Y-%m-%d %H:%M:%S')] $1"
         }
+        
         while true; do
             log_message "Retrieving kernel status..."
             status=$(kaggle kernels status "$kernel_name" 2>&1)
-    
+        
             if [[ "$status" == *"403"* || "$status" == *"denied"* ]]; then
                 log_message "::error::Access denied or kernel not found. Check if the API key has permissions and if the kernel name is correct."
                 exit 1
@@ -262,17 +263,23 @@ runs:
                 sleep "${{ inputs.sleep_time }}"
             fi
         done
-
+        
         log_file="./$kernel_slug.log"
-
+        
         log_message "::group::Full log"
         log_message "Fetching full kernel output log for '$kernel_name':"
         kaggle kernels output "$kernel_name" -p . 2>&1
         
         if [ -f "$log_file" ]; then
-            while IFS= read -r line; do
-                [[ -n "$line" ]] && log_message "$line"
-            done < <(jq -r '.[].data' "$log_file")
+            jq -c '.[]' "$log_file" | while IFS= read -r entry; do
+                data_field=$(echo "$entry" | jq -r '.data')
+                [[ -n "$data_field" ]] && log_message "$data_field"
+                
+                if echo "$data_field" | grep -Ei "Error|Traceback|Exception|404 Client Error|failed|FAIL"; then
+                    log_message "::error::Error found in log: $data_field"
+                    exit 1
+                fi
+            done
         else
             log_message "Log file '$log_file' not found."
         fi
@@ -283,6 +290,9 @@ runs:
             exit 1
         fi
 
+
+
+
 branding:
   icon: upload
   color: green