Anthropic's internal bar is that Claude-written production code gets reviewed harder than human-written code.

Boris Cherny, quoted September 11: "Production code written by Claude should have a higher bar than if it was written by a human." He describes Anthropic backing that with layered lint rules, tests, automated review and security checks instead of trusting output. This runs directly against the instinct to relax review because the diff arrived in ninety seconds, and it's a useful thing to point at when someone on your team argues for removing a gate on an agent-heavy repo.