TL;DR — I gave a team of AI coding agents a real kanban board (Kanboard) and a real git server (Gitea), wired together by an MCP orchestrator (Marcus), and had them build a content management system one ticket at a time. I didn't write code. What I did do was read every diff before it merged and catch the decisions that mattered — a weak session store, a permission check that wasn't actually checking permissions, an XSS hole in comment rendering — while each ticket was still open. That's the ...