Code and reviews that only count if they survive an attack
Adversarial reviewers try to break builds before self-written tests rubber-stamp them.
Two agents spar over one codebase until every review finding is reconciled.
Forces agent disagreement to expose blind spots before you see the code.
Developers using AI coding agents
Cursor · GitHub Copilot · Codeium
Adversarial reviewers try to break builds before self-written tests rubber-stamp them.
Fun social experiment that flips the benchmark script, but lacks technical depth.
Automated code review loop via agent ping-pong, but Cursor already does multi-turn fixing in context.
Adversarial multi-agent verification when best-of-N sampling is already well-documented elsewhere.
Terminal-native paired agents with review loops, but still chaining Claude and Codex APIs.
Yet another AI SDR, but multi-channel sequencing across email, LinkedIn, and X in one flow.