Acceptance criteria replace open-ended prompting.
Controlled Execution System keeps agent work bounded, inspectable, and approval-ready.
Scope, execution, tests, diffs, and decisions stay together — so review is evidence-led, not vibe-led.
Acceptance criteria replace open-ended prompting.
Codex or Claude works inside your repository.
Commands, tests, artifacts, and diffs are preserved.
Nothing sensitive ships without explicit approval.
Controlled Execution System gives developers and operators a clear path from request to proof to decision.