I Let AI Agents Run a Nationwide CTF. The Hard Part Wasn't Solving the Challenges.
I ran an AI-agent pipeline in Japan's Ministry of Internal Affairs and Communications nationwide CTF. The official result was 26th place with 5,701 points. The bigger lesson was not model capability, but ownership, shared state, verification, and control-plane design.