无论是青年自身，还是网络平台、社会各界，都应坚持正确导向，让考公回归初心，助力每一名选择公职岗位的青年，牢记责任与担当，在平凡岗位上实干笃行，用奋斗书写青春答卷。
Coding agents are insanely smart for some tasks but lack taste and good judgement in others. They are mortally terrified of errors, often duplicate code, leave dead code behind, or fail to reuse existing working patterns. My initial approach to solving this was an ever-growing CLAUDE.md which eventually got impractically long, and many of the entries didn’t always apply universally and felt like a waste of precious context window. So I created the dev guide (docs/dev_guide/). Agents read a summary on session start and can go deeper into any specific entry when prompted to do so. In my original project the dev guide grew organically, and I plan to extend the same concept to my new projects. Here’s an example of what a dev_guide might include:
，更多细节参见下载安装汽水音乐
MiniMax Agent 这次做的事情，某种程度上就是在把这道门槛往下搬，让普通打工人也能轻松搭建自己的顶级 AI 工作流。
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