Smartphone market poised for 'sharpest decline on record' in 2026

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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:

Obviously Tim as well.

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首先是硫磺。从表层看,本轮事件已经推高了硫磺港口报价,国内价格短期内冲高至4250元/吨一线,折合CFR约531美元/吨,较2月底的4045–4055元/吨已有明显抬升,从深层逻辑看,当下实质上是地缘政治恐慌与现货供需的博弈,第二阶段冲击已经箭在弦上。