Testing Kimi K2 as an agentic model in real coding and research tasks: excellent execution resilience makes it ideal for information gathering, but tool integration friction needs improvement for production use.
上一篇文章写崩了，但不是AI的锅
AI帮忙写的文章空中楼阁，不是AI写得不好，是我没喂够context。作为Manager要审核输出，作为Enabler要提供长期积累。判断界限才是协作的开始。
My Last Article Was a Flop, But It Wasn't AI's Fault
An AI-assisted article failed not because AI wrote poorly, but because I didn't feed it enough context. As Manager, verify output; as Enabler, provide your accumulated materials. Defining boundaries is where collaboration begins.
AI 伴我三省吾身：我的 AI-Centric 实验第三章
回看AI转录的生活录音，意外成为低成本自省契机：AI像Life Coach一样帮我分析会议暗流、发现方案盲点、识别情绪模式，让我用前所未有的方式实践"吾日三省吾身"。
AI as My Daily Reflection Partner: Chapter 3 of My AI-Centric Experiment
Reviewing transcribed life recordings unexpectedly became a powerful reflection tool. AI acts as a life coach—analyzing meeting dynamics, spotting blind spots, and enabling "three daily self-examinations" at near-zero friction.