diff --git a/.github/workflows/pulumi_preview.yaml b/.github/workflows/pulumi_preview.yaml
index cf659c1..4c72c13 100644
--- a/.github/workflows/pulumi_preview.yaml
+++ b/.github/workflows/pulumi_preview.yaml
@@ -18,7 +18,7 @@ jobs:
         working-directory: ./src/hubverse_infrastructure
     steps:
       - name: Checkout 🛎️
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Set up PDM 🐍
         id: setup_pdm
@@ -39,6 +39,19 @@ jobs:
           role-to-assume: arn:aws:iam::767397675902:role/hubverse-administration
           aws-region: us-east-1
 
+      - name: Debug 🐛
+        run: |
+          echo ${{ steps.setup_pdm.outputs.python-path }}
+          echo ${{ steps.setup_pdm.outputs.pdm-bin }}
+          pip list
+          pdm list
+          pdm venv list
+          echo "$PATH"
+          echo "$PYTHONPATH"
+          which python
+        env:
+          PYTHONPATH: ${{ steps.setup_pdm.outputs.python-path }}
+
       - name: Previewing infrastructure 👀
         uses: pulumi/actions@v5
         with:
diff --git a/.github/workflows/pulumi_update.yaml b/.github/workflows/pulumi_update.yaml
index 4cc3ff5..7c20393 100644
--- a/.github/workflows/pulumi_update.yaml
+++ b/.github/workflows/pulumi_update.yaml
@@ -17,7 +17,7 @@ jobs:
         working-directory: ./src/hubverse_infrastructure
     steps:
       - name: Checkout 🛎️
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Set up PDM 🐍
         id: setup_pdm
diff --git a/.github/workflows/run-code-checks.yaml b/.github/workflows/run-code-checks.yaml
index 992fa9e..b115e91 100644
--- a/.github/workflows/run-code-checks.yaml
+++ b/.github/workflows/run-code-checks.yaml
@@ -1,5 +1,4 @@
 name: run-code-checks
-run-name: ${{ github.action }} triggered by ${{ github.event_name }} from ${{ github.actor }}
 
 on:
   push: