https://www.huoru.me/categories/ai/Recent content in AI on 豁如写东西的 cacheHugo -- 0.145.0zh-cnFri, 01 May 2026 00:00:00 +0000https://www.huoru.me/posts/mainline-intent-memory/Fri, 01 May 2026 00:00:00 +0000https://www.huoru.me/posts/mainline-intent-memory/Mainline 是给 AI coding agent 用的 git-native intent memory：让 agent 在读代码前先理解工程意图、历史约束和为什么。https://www.huoru.me/posts/ai-startup/Wed, 02 Jul 2025 00:00:00 +0000https://www.huoru.me/posts/ai-startup/<p>It’s been a while since I’ve written. With a moment to spare today, I want to share my experiences from the past two years of AI development and entrepreneurship.</p> <p>Now, in the second half of 2025, having led several AI projects including my own startup, Hika, I can make a bold claim: <strong>building AI products has become deceptively easy, but building an AI business is harder than ever.</strong></p> <h3 id="prompt-is-all-you-need">Prompt is All You Need</h3> <p>This is an insight I shared in an article a year ago, and it holds truer than ever today. Prompt Engineering, RAG, MCP, Agents—all these fancy terms are just different ways to feed a large model a prompt with the right context.</p>