Every claim cites a fact: agents and people in one SDLC, filmed end to end
Our AI agents sit in the sprint's meetings, and any claim that does not cite a fact from the frozen snapshot is struck before it is said. Nineteen minutes of the whole lifecycle on real screens, a real refinement that cost $1.34 and fell short of its own pre-read, and what does not work yet.