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Research and notes from the studio

How we build AI that writes, attacks and checks software — with the numbers from our own logs, including what broke.

October 2026Research paper

A council of models that cannot sign off its own work: architecture and field notes from α-Coder

Eight seats, five models from four labs, and rules enforced by the program rather than the prompt. We describe the architecture and report 17 days of live stages on a production codebase.

15 min readPDF available17 days of live stages37 refused hand-overs