diff --git a/.forgejo/workflows/agent-development.yml b/.forgejo/workflows/agent-development.yml
index 9676358..bcd5ca7 100644
--- a/.forgejo/workflows/agent-development.yml
+++ b/.forgejo/workflows/agent-development.yml
@@ -30,7 +30,7 @@ on:
 jobs:
   development:
     runs-on: ubuntu-latest
-    container: ghcr.io/cirruslabs/flutter:3.35.5
+    container: code.mnemo-cards.online/cinnabarflower/cards/agent:latest
     timeout-minutes: 360  # 6 hours
     # For scheduled runs, use matrix to run all components
     # For manual runs, use input component
@@ -48,62 +48,12 @@ jobs:
     if: github.event_name == 'schedule' || inputs.component == '' || inputs.component == matrix.component
     
     steps:
-      - name: Install Node.js
-        run: |
-          # Try to install nodejs if missing (required for actions)
-          if ! command -v node &> /dev/null; then
-            echo "Node.js not found, installing..."
-            # Check if running as root
-            if [ "$(id -u)" -eq 0 ]; then
-              apt-get update && apt-get install -y nodejs npm
-            else
-              sudo apt-get update && sudo apt-get install -y nodejs npm
-            fi
-          fi
-
       - name: Checkout repository
         uses: actions/checkout@v4
         with:
           fetch-depth: 0
           submodules: recursive
 
-      - name: Set up Python and dependencies
-        run: |
-          apt-get update -qq
-          apt-get install -y -qq python3 python3-pip python3-venv jq bash git
-          python3 --version
-          pip3 --version
-          bash --version || echo "bash check failed"
-        
-      - name: Install Cursor CLI
-        run: |
-          # bash should already be installed in previous step
-          curl https://cursor.com/install -fsS | bash
-          # Cursor installs to ~/.local/bin by default
-          export PATH="$HOME/.local/bin:$PATH"
-          echo "$HOME/.local/bin" >> $GITHUB_PATH
-          # Also check ~/.cursor/bin (older location)
-          if [ -d "$HOME/.cursor/bin" ]; then
-            export PATH="$HOME/.cursor/bin:$PATH"
-            echo "$HOME/.cursor/bin" >> $GITHUB_PATH
-          fi
-          # Verify installation
-          if [ -f "$HOME/.local/bin/cursor-agent" ]; then
-            echo "✅ Cursor CLI installed at $HOME/.local/bin/cursor-agent"
-            chmod +x "$HOME/.local/bin/cursor-agent"
-            "$HOME/.local/bin/cursor-agent" --version || echo "cursor-agent executable found but version check failed"
-          elif [ -f "$HOME/.cursor/bin/cursor-agent" ]; then
-            echo "✅ Cursor CLI installed at $HOME/.cursor/bin/cursor-agent"
-            chmod +x "$HOME/.cursor/bin/cursor-agent"
-            "$HOME/.cursor/bin/cursor-agent" --version || echo "cursor-agent executable found but version check failed"
-          else
-            echo "❌ Cursor CLI not found in expected locations"
-            echo "Checking PATH..."
-            command -v cursor-agent || echo "cursor-agent not in PATH"
-            find "$HOME" -name "cursor-agent" -type f 2>/dev/null | head -5 || echo "No cursor-agent found in $HOME"
-            exit 1
-          fi
-      
       - name: Configure Git
         run: |
           git config --global user.name "AI Agent"