How I Ship Production Features with AI Agents (Not Just LinkedIn post or Promotion PoC Demos)

My real production workflow for shipping features with AI agents: 3 terminals, PID-like feedback loops, independent review, and quality gates. No vibe coding—just controlled engineering that serves real users.