<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>比特桃 AkaTao</title><description>记录 AI、协议工程、产品、投资与读书笔记。</description><link>https://akatao.com/</link><item><title>AI Agent 工程化：从 Demo 到可用产品的距离</title><link>https://akatao.com/posts/ai-agent-engineering-notes/</link><guid isPermaLink="true">https://akatao.com/posts/ai-agent-engineering-notes/</guid><description>一份关于 AI Agent 工程化的笔记：上下文、工具、评估和可观测性，是把 Demo 变成可用产品的四件事。</description><pubDate>Wed, 20 May 2026 10:00:00 GMT</pubDate></item><item><title>RAG 工程化：检索增强生成的五个生产陷阱</title><link>https://akatao.com/posts/rag-production-pitfalls/</link><guid isPermaLink="true">https://akatao.com/posts/rag-production-pitfalls/</guid><description>RAG 看起来简单——检索、拼接、生成。但真正上线后，坑几乎全在工程细节里。</description><pubDate>Mon, 18 May 2026 10:00:00 GMT</pubDate></item><item><title>协议化思维：把不确定性写进系统边界</title><link>https://akatao.com/posts/protocol-thinking-for-engineers/</link><guid isPermaLink="true">https://akatao.com/posts/protocol-thinking-for-engineers/</guid><description>协议化不是把流程写成文档，而是把边界、状态、失败路径和验证方式前置到系统设计里。</description><pubDate>Fri, 15 May 2026 10:00:00 GMT</pubDate></item><item><title>Prompt Engineering 常用模式与反模式</title><link>https://akatao.com/posts/prompt-engineering-patterns/</link><guid isPermaLink="true">https://akatao.com/posts/prompt-engineering-patterns/</guid><description>Prompt 不是玄学，它有可复用的模式。也有几种看似合理、实际踩坑的反模式。</description><pubDate>Tue, 12 May 2026 10:00:00 GMT</pubDate></item><item><title>工程纪律：让自己慢一点的几个习惯</title><link>https://akatao.com/posts/engineering-discipline-2026/</link><guid isPermaLink="true">https://akatao.com/posts/engineering-discipline-2026/</guid><description>让代码、产品和团队都更稳的，从来不是更快，而是几个让自己慢下来的习惯。</description><pubDate>Sun, 10 May 2026 10:00:00 GMT</pubDate></item><item><title>不可变系统的安全工程：发布前把错误消灭掉</title><link>https://akatao.com/posts/immutable-system-security/</link><guid isPermaLink="true">https://akatao.com/posts/immutable-system-security/</guid><description>当系统一旦发布就很难回滚时，安全工程必须从事后修补转向事前验证、最小权限和可审计设计。</description><pubDate>Fri, 08 May 2026 10:00:00 GMT</pubDate></item><item><title>MVP 迭代方法论：从 0 到 1 的产品工程实践</title><link>https://akatao.com/posts/mvp-iteration-methodology/</link><guid isPermaLink="true">https://akatao.com/posts/mvp-iteration-methodology/</guid><description>MVP 不是&quot;做个简陋版本&quot;。它是一套关于如何用最小成本验证最大假设的方法论。</description><pubDate>Wed, 06 May 2026 10:00:00 GMT</pubDate></item><item><title>投资的第一性原理：少做、做对、做久</title><link>https://akatao.com/posts/investment-first-principles/</link><guid isPermaLink="true">https://akatao.com/posts/investment-first-principles/</guid><description>越是看到别人快速翻倍，越要回到第一性原理：投资是少做、做对、做久的游戏。</description><pubDate>Tue, 05 May 2026 10:00:00 GMT</pubDate></item><item><title>事件驱动架构的可靠性：消息发出去，不等于事情完成了</title><link>https://akatao.com/posts/event-driven-reliability/</link><guid isPermaLink="true">https://akatao.com/posts/event-driven-reliability/</guid><description>事件驱动架构能解耦系统，但可靠投递、幂等消费、顺序控制和可观测性才决定它能不能在生产环境站住。</description><pubDate>Sun, 03 May 2026 10:00:00 GMT</pubDate></item><item><title>技术债务管理：何时偿还、何时容忍</title><link>https://akatao.com/posts/technical-debt-management/</link><guid isPermaLink="true">https://akatao.com/posts/technical-debt-management/</guid><description>技术债不是坏事，失控的技术债才是。关键在于知道哪些债必须还、哪些可以欠着。</description><pubDate>Fri, 01 May 2026 10:00:00 GMT</pubDate></item><item><title>读书笔记：《思考，快与慢》给工程师的提醒</title><link>https://akatao.com/posts/reading-notes-thinking-fast-and-slow/</link><guid isPermaLink="true">https://akatao.com/posts/reading-notes-thinking-fast-and-slow/</guid><description>工程师每天都在做判断，而《思考，快与慢》给了我们一份关于&quot;自己脑子怎么出错&quot;的清单。</description><pubDate>Tue, 28 Apr 2026 10:00:00 GMT</pubDate></item><item><title>2026 指数基金组合：一个普通人的资产配置方案</title><link>https://akatao.com/posts/index-fund-portfolio-2026/</link><guid isPermaLink="true">https://akatao.com/posts/index-fund-portfolio-2026/</guid><description>不预测市场、不追热点、不频繁交易。用指数基金构建一个&quot;睡得着觉&quot;的投资组合。</description><pubDate>Sat, 25 Apr 2026 10:00:00 GMT</pubDate></item><item><title>分布式一致性：别急着谈高可用，先把共识说清楚</title><link>https://akatao.com/posts/distributed-consensus-notes/</link><guid isPermaLink="true">https://akatao.com/posts/distributed-consensus-notes/</guid><description>一致性问题不是分布式系统里的玄学，而是关于复制、顺序、失败检测和取舍的工程问题。</description><pubDate>Mon, 20 Apr 2026 10:00:00 GMT</pubDate></item><item><title>读书笔记：《穷查理宝典》中的多元思维模型</title><link>https://akatao.com/posts/reading-notes-poor-charlies-almanack/</link><guid isPermaLink="true">https://akatao.com/posts/reading-notes-poor-charlies-almanack/</guid><description>查理·芒格说，拿着锤子的人看什么都像钉子。解决这个问题的方法是：多备几把工具。</description><pubDate>Wed, 15 Apr 2026 10:00:00 GMT</pubDate></item><item><title>Obsidian + Zettelkasten：我的知识管理工作流</title><link>https://akatao.com/posts/obsidian-zettelkasten-workflow/</link><guid isPermaLink="true">https://akatao.com/posts/obsidian-zettelkasten-workflow/</guid><description>知识管理不是&quot;收藏&quot;，而是&quot;连接&quot;。这篇文章分享我用 Obsidian 和 Zettelkasten 方法构建个人知识库的工作流。</description><pubDate>Fri, 10 Apr 2026 10:00:00 GMT</pubDate></item><item><title>Urban Photography — Layered City</title><link>https://akatao.com/galleries/urban-photography/</link><guid isPermaLink="true">https://akatao.com/galleries/urban-photography/</guid><description>A collection of street shots capturing the architecture, light, and rhythm of the modern city.</description><pubDate>Tue, 10 Feb 2026 09:00:00 GMT</pubDate></item></channel></rss>