Writing code that interacts with LLM services requires bridging two different worlds. Use these tips and techniques to bind ...

Daniel Liberto is a journalist with over 10 years of experience working with publications such as the Financial Times, The Independent, and Investors Chronicle. Robert Kelly is managing director of ...

如果你正在用WebSocket给LLM应用做token流式传输，上面这些坑你大概率踩过。WebSocket确实能干活，但它带来的麻烦也不少：连接 ...

很多同学会把 skill 理解成一个高级 Prompt。就是那种：写一大段背景，给 AI 安一个身份，告诉它你现在是某某专家，然后希望它从此以后就稳定、专业、懂事、靠谱。 这两天有不少同学问我：“栋哥，怎么才能构建一个好的 skill？” 所以，就有了这样这样一篇文章 ...

Live visualization for GEPA prompt-optimization runs. Renders the candidate tree as a force-directed graph so you can watch prompts evolve over a pareto frontier in real time. Big nodes are candidates ...