How to Do Vibe Coding Correctly? A Masterclass from Anthropic's Coding Agent Lead

如何正确Vibe Coding？这是来自Anthropic编程智能体负责人的大师课

Anthropic researcher Erik Schluntz said his team merged a 22,000-line production change, mostly written by Claude, cutting work from two weeks to one day. His workflow spends 15-20 minutes on repo exploration and planning, limits edits to leaf nodes, keeps humans on core logic, and validates with long stress tests plus a few E2E tests. The key issue is boundary control, not handing AI the system core; he also said task length AI can handle doubles about every seven months.

Why it matters: HKR-H/K/R all pass: this is an Anthropic field report with concrete numbers and reproducible workflow rules for production coding agents. It stays at featured, not p1, because it is a strong practitioner lesson rather than a major model or product launch.