给代理一套自我验证机制

要点

1. 给代理一套验证自己产出的方法，这能显著提升输出质量。
2. 代码生成快过人工审阅时，瓶颈变成证明它能用，别再靠一个人逐行读代码把关。
3. 搭建多层验证：端到端测试、功能地图、属性测试和多代理对抗式审查。
4. 把代码检查交给自动化测试，按风险分级审批，把失败的测试变成持续评估。
5. 人的精力放在产品意图、风险评估和审视证据上。

原帖开头

Give your agent a way to verify its work. This can dramatically improve the quality of output. With this process in place, Claude Code was able to write 90%+ of its code itself. When generating software at a faster rate than you can review it, the bottleneck shifts to proving th …