"While this is good news for consumers, we recognise many households and businesses are still struggling," he said.
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:。业内人士推荐新收录的资料作为进阶阅读
"sources": ["input.js"],，推荐阅读新收录的资料获取更多信息
在业绩持续亏损的背景下，芯原股份于2025年10月推出了第三次限制性股票激励计划。本次股权激励对象总人数不超过1123人，占员工总数的55.76%，主要覆盖公司核心管理团队及核心骨干人员，首次授予不超过649.3万股限制性股票，授予价格84.58元/股，约为公告披露前一个交易日均价的50%。。业内人士推荐新收录的资料作为进阶阅读