The fan-out is the fun part. The real test is whether you trust the synthesis enough to act on it without reopening the 50 sessions. I’ve built these and caught myself re-reading the sources anyway, which means the second brain was just a nicer-looking pile. The structure only pays off once you let it be the source of truth.