👤 Audience

• · 12-25
• Current: VP Engineering / SVP Engineering / CTO of platform
• Pain: Real productivity gains from AI tools are smaller than vendor claims
• Pain: Tool sprawl as each team picks different AI assistants

🎯 Product Needs

• Honest productivity benchmarks (cycle time, defect rate, not LOC)
• Cursor vs Cognition vs Copilot enterprise comparison
• Mandate-design frameworks that avoid Goodhart traps

📡 Channels

• Newsletter
• Hacker News
• Secondary: Internal eng all-hands, Engineering podcasts

🔍 Competitor Lens

• Direct: Pragmatic Engineer, Lenny
• Substitute: Big-tech eng blogs
• Weak: "X% productivity gain" without methodology