I Let AI Agents Run a Nationwide CTF. The Hard Part Wasn't Solving the Challenges.
I review the AI-agent pipeline I used at Japan's Ministry of Internal Affairs and Communications nationwide CTF, separating the official 26th-place, 5,701-point result from local tracker data and documenting gaps in orchestration, state, verification, and observability.