Percentage of coding tasks using AI assistance (target: 60-80%) 2. **First-Prompt Success Rate** -- Percentage of AI outputs usable without major revision (target: 40-60%) 3. **AI Code Retention Rate** -- Percentage of AI-generated code surviving review (target: 70-90%) 4. **Prompt-to-Production Rat