Searching protocol for "verification loops"
Verify tasks and emit a loop-stopping marker.
Infer loop invariants automatically.
Reliable self-correction for autonomous loops.
Verify changes before completing work.
Run end-to-end dev loops from goal to verify.
Automate pre-PR verification for rock-solid code
Automate end-to-end quality gates
Persistently execute verify and fix until success
Execute prompts with AI models, in worktrees.
Craft perfect prompts for autonomous loops.
Decompose large tasks into verifiable iterations
Prove loops terminate with ranking functions.