Blog
13 Phases. 63 Decisions. 138 Bugs in the Spec.
11 minAn adversarial code review protocol — designed by one model, scrutinized by every model that didn't build it.
2026-04-04
2/5. Four Versions. Same Ceiling.
13 minA controlled cross-version experiment reveals what pipeline improvements actually fix — and what they can't.
2026-03-25
Same Code. Same Models. 15 Versions Later.
11 minA controlled re-run of our blind audit reveals what pipeline improvements actually matter.
2026-03-24
278 Bugs. 15 Modules. One Thesis.
10 minWhat happens when you turn your own multi-model review pipeline against itself.
2026-03-21
We Shipped All 9.
12 minFrom research paper to production code — a multi-model review pipeline retrospective.
2026-03-18
48 Research Sessions. 12 Modules. 3 Wrong Labels.
14 minReverse-engineering a codebase into theory, then cross-validating every design decision against the literature.
2026-03-14
Anatomy of a Multi-Model Review Pipeline
12 minThe math, systems theory, and cognitive science behind Sweep.
2026-03-14
Every Model Signed Off. Sweep Found 5 P1s.
9 minWhat happens when you stop asking one model to review its own work.
2026-03-13
Blog
13 Phases. 63 Decisions. 138 Bugs in the Spec.
An adversarial code review protocol — designed by one model, scrutinized by every model that didn't build it.
2/5. Four Versions. Same Ceiling.
A controlled cross-version experiment reveals what pipeline improvements actually fix — and what they can't.
Same Code. Same Models. 15 Versions Later.
A controlled re-run of our blind audit reveals what pipeline improvements actually matter.
278 Bugs. 15 Modules. One Thesis.
What happens when you turn your own multi-model review pipeline against itself.
We Shipped All 9.
From research paper to production code — a multi-model review pipeline retrospective.
48 Research Sessions. 12 Modules. 3 Wrong Labels.
Reverse-engineering a codebase into theory, then cross-validating every design decision against the literature.
Anatomy of a Multi-Model Review Pipeline
The math, systems theory, and cognitive science behind Sweep.
Every Model Signed Off. Sweep Found 5 P1s.
What happens when you stop asking one model to review its own work.