A PRACTICAL APPROACH TO VERIFYING CODE AT SCALE

Summary from the TLDR AI newsletter

OpenAI trained an agentic code reviewer for Codex since noisy safety tools are inevitably bypassed. The system now handles 100k+ external PRs daily, providing repo-wide context and execution access. Internally, it has caught launch-blocking bugs and protected high-stakes experiments.