diff --git a/.github/workflows/clang-tidy.yml b/.github/workflows/clang-tidy.yml
index f65296c92..59595c00a 100644
--- a/.github/workflows/clang-tidy.yml
+++ b/.github/workflows/clang-tidy.yml
@@ -39,16 +39,15 @@ jobs:
       shell: bash
       run: |
         echo LLVM_HASH=$(cat graph-compiler/cmake/llvm-version.txt) >> $GITHUB_ENV
-        echo RUN_ID=$(gh run list -w "LLVM Build" --repo intel/graph-compiler --json databaseId --jq '.[0].databaseId') >> $GITHUB_ENV
 
     - name: Fetch llvm artifact
-      uses: actions/download-artifact@v4
-      with:
-        name: "llvm-${{ env.LLVM_HASH }}"
-        path: llvm
-        github-token: ${{ github.token }}
-        run-id: ${{ env.RUN_ID }}
-    
+      run: |
+        gh run download \
+          --repo ${{ github.repository }} \
+          -n "llvm-${{ env.LLVM_HASH }}" \
+          --dir llvm
+        tar -zxf llvm/llvm.tgz
+     
     - name: Unwrap pre-built llvm
       run: |
         cd llvm
diff --git a/scripts/compile.sh b/scripts/compile.sh
index c171569f7..6516f2925 100755
--- a/scripts/compile.sh
+++ b/scripts/compile.sh
@@ -82,15 +82,13 @@ else
 fi
 
 load_llvm() {
-    local run_id
-
     if [ "$ENABLE_IMEX"  = "true" ]; then
         local llvm_version="llvm-${LLVM_HASH}-imex-patched"
     else
         local llvm_version="llvm-${LLVM_HASH}"
     fi
 
-    gh run download "$run_id" \
+    gh run download \
         --repo "$REPO" \
         -n "$llvm_version" \
         --dir "$llvm_dir"