<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Roarkist</title><description>关于 AI、Agent、产品与判断的持续笔记。</description><link>https://roarkist.com/</link><language>zh-cn</language><item><title>从零做一个足够小、但真正完整的研究 Agent</title><link>https://roarkist.com/series/agent-foundations/08-build-research-agent/</link><guid isPermaLink="true">https://roarkist.com/series/agent-foundations/08-build-research-agent/</guid><description>用检索、阅读、记录与复核组成一条可观察的最小研究流程。</description><pubDate>Thu, 10 Sep 2026 00:00:00 GMT</pubDate></item><item><title>如何观察并评测一个 Agent 循环</title><link>https://roarkist.com/series/agent-foundations/07-observe-and-evaluate/</link><guid isPermaLink="true">https://roarkist.com/series/agent-foundations/07-observe-and-evaluate/</guid><description>不要只看最终答案，还要检查路径、工具调用、成本与失败恢复。</description><pubDate>Wed, 09 Sep 2026 00:00:00 GMT</pubDate></item><item><title>人工检查点与权限边界应该放在哪里</title><link>https://roarkist.com/series/agent-foundations/06-human-checkpoints/</link><guid isPermaLink="true">https://roarkist.com/series/agent-foundations/06-human-checkpoints/</guid><description>把人工确认放在高影响、难撤回和信息不足的决策之前。</description><pubDate>Tue, 08 Sep 2026 00:00:00 GMT</pubDate></item><item><title>Agent 什么时候应该先规划，再行动？</title><link>https://roarkist.com/series/agent-foundations/05-planning-before-action/</link><guid isPermaLink="true">https://roarkist.com/series/agent-foundations/05-planning-before-action/</guid><description>规划适合降低长任务的不确定性，但不应成为每次行动前的固定仪式。</description><pubDate>Mon, 07 Sep 2026 00:00:00 GMT</pubDate></item><item><title>状态、记忆与上下文，其实是三件不同的事</title><link>https://roarkist.com/series/agent-foundations/04-state-memory-context/</link><guid isPermaLink="true">https://roarkist.com/series/agent-foundations/04-state-memory-context/</guid><description>分清三者，才能避免让聊天记录承担所有信息管理工作。</description><pubDate>Sun, 06 Sep 2026 00:00:00 GMT</pubDate></item><item><title>工具不是魔法按钮，而是 Agent 与世界的契约</title><link>https://roarkist.com/series/agent-foundations/03-tools-as-contracts/</link><guid isPermaLink="true">https://roarkist.com/series/agent-foundations/03-tools-as-contracts/</guid><description>工具定义得越清楚，Agent 的选择、执行和错误恢复就越可靠。</description><pubDate>Sat, 05 Sep 2026 00:00:00 GMT</pubDate></item><item><title>Agent 的基本循环：观察、决策、行动、复核</title><link>https://roarkist.com/series/agent-foundations/02-agent-loop/</link><guid isPermaLink="true">https://roarkist.com/series/agent-foundations/02-agent-loop/</guid><description>用一个可观察、可停止的循环理解 Agent 如何推进任务。</description><pubDate>Fri, 04 Sep 2026 00:00:00 GMT</pubDate></item><item><title>Agent 和聊天机器人，差别到底在哪？</title><link>https://roarkist.com/series/agent-foundations/01-agent-vs-chatbot/</link><guid isPermaLink="true">https://roarkist.com/series/agent-foundations/01-agent-vs-chatbot/</guid><description>关键不在拟人化，而在它能否围绕目标持续采取行动并检查结果。</description><pubDate>Thu, 03 Sep 2026 00:00:00 GMT</pubDate></item><item><title>每个产品都需要一位编辑</title><link>https://roarkist.com/blog/every-product-needs-an-editor/</link><guid isPermaLink="true">https://roarkist.com/blog/every-product-needs-an-editor/</guid><description>产品不只需要增加能力，也需要有人持续决定什么应该留下。</description><pubDate>Wed, 02 Sep 2026 00:00:00 GMT</pubDate></item><item><title>最好的 AI 工作流，首先仍是工作流</title><link>https://roarkist.com/blog/best-ai-workflow/</link><guid isPermaLink="true">https://roarkist.com/blog/best-ai-workflow/</guid><description>Agent 能提高局部速度，但真正决定结果的是上下文、检查点与责任边界。</description><pubDate>Mon, 24 Aug 2026 00:00:00 GMT</pubDate></item><item><title>实现要快，判断要慢</title><link>https://roarkist.com/blog/fast-implementation-slow-decisions/</link><guid isPermaLink="true">https://roarkist.com/blog/fast-implementation-slow-decisions/</guid><description>AI 缩短了实现时间，但没有替我们承担方向错误的成本。</description><pubDate>Sun, 09 Aug 2026 00:00:00 GMT</pubDate></item><item><title>软件应该为人的判断留下空间</title><link>https://roarkist.com/blog/software-room-for-judgment/</link><guid isPermaLink="true">https://roarkist.com/blog/software-room-for-judgment/</guid><description>自动化应当减少机械负担，而不是把复杂决定伪装成一个确定答案。</description><pubDate>Sun, 26 Jul 2026 00:00:00 GMT</pubDate></item><item><title>三种我反复重学的能力</title><link>https://roarkist.com/blog/three-skills-relearning/</link><guid isPermaLink="true">https://roarkist.com/blog/three-skills-relearning/</guid><description>澄清问题、缩小范围、完成复盘，是我在每个项目里都会重新学习的事。</description><pubDate>Wed, 08 Jul 2026 00:00:00 GMT</pubDate></item><item><title>第一次把一个模糊念头做成产品</title><link>https://roarkist.com/blog/fuzzy-idea-to-product/</link><guid isPermaLink="true">https://roarkist.com/blog/fuzzy-idea-to-product/</guid><description>从一句含糊抱怨开始，经过原型、删减和真实使用，才逐渐看见产品。</description><pubDate>Thu, 18 Dec 2025 00:00:00 GMT</pubDate></item><item><title>一个产品人开始学习 Vibe Coding</title><link>https://roarkist.com/blog/learning-vibe-coding/</link><guid isPermaLink="true">https://roarkist.com/blog/learning-vibe-coding/</guid><description>不会因为 AI 写代码就跳过工程，而是用更短的反馈循环学习工程。</description><pubDate>Mon, 06 Oct 2025 00:00:00 GMT</pubDate></item><item><title>把反复出现的工作整理成方法</title><link>https://roarkist.com/blog/organizing-repeated-work/</link><guid isPermaLink="true">https://roarkist.com/blog/organizing-repeated-work/</guid><description>当同一种解释和检查不断出现时，它可能已经值得成为一套可复用流程。</description><pubDate>Sun, 15 Jun 2025 00:00:00 GMT</pubDate></item></channel></rss>