by skoowoo
来自三位拥有10年+互联网创业者的深度思考和对话，我们关注前沿科技，分享创业故事，打造 “超级个体”，寻找利基市场，构建小而美的生意，同时也希望和广大 Hacker 一起探讨技术、产品和商业之美。 硬地骇客是一群追求自由充实的生活并喜欢挑战的 Builder，他们热爱技术，热爱构建产品，崇尚依靠产品驱动的增长方式构建出自己的小生意。 "每个人都值得拥有一个小生意” 本节目可以在Podwise.ai、小宇宙、YouTube、Apple podcast、Spotify、喜马拉雅FM、QQ音乐、网易云音乐同步收听。 官网：https://hardhacker.com/ 智能播客平台：https://podwise.ai Discord 社区：https://discord.com/invite/MGmp9QjfkK 用爱发电不用容易，欢迎到爱发电请我们喝☕️https://afdian.net/a/hardhacker
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Publishing Since
3/13/2023
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May 12, 2026
Host [Host Name] interviews [Guest Name] about Agent Harness, the engineering system that enables AI models to perform real-world tasks beyond simple suggestions.
April 20, 2026
<p>最近「硬地骇客」收到一大波听友来信，大家集中抛出了当下独立开发者最焦虑、最纠结的12个真实问题：</p><ul> <li>前期没收入到底怎么熬？</li> <li>为什么有idea却永远停在纸上？</li> <li>产品做出来却没人用，问题出在哪？</li> <li>AI时代工程师最该练什么能力？</li> <li>Vibe Coding这么火，是不是人人都能做产品了？</li> <li>小而美App这条路还走得通吗？</li> <li>AGI真的会来，那我们现在做的这些事还有意义吗？……</li></ul><p>这一期，我们三位主播（Saito、一啸、归归）老老实实结合自己做Podwise的真实经历和血泪教训，一条一条硬核解答，不鸡汤、不画饼，只讲最实在的思考和打法。</p><p>本shownotes由 <a href="https://castwise.ai/">castwise.ai</a> 制作</p><p>Podwise - Podcast Knowledge at 10x Speed!</p><p><a href="https://podwise.ai/">podwise.ai</a></p><p>Apple Store 下载👉🏻 <a href="https://apps.apple.com/cn/app/podwise-ai/id6499190232?l=en-GB">apps.apple.com</a></p><figure><img src="https://image.xyzcdn.net/FuH2kr-H-doEWzfo0ICiKgb6e_8F.png"/></figure><h2>硬地笔记</h2><h3>00:48独立开发初期的生存策略与心态建设</h3><h3>08:45克服想法停滞与利用 AI 提升构建效率</h3><h3>14:35解决产品无人问津的痛点与生意思维</h3><h3>23:56AI 时代工程师的核心竞争力与职业转型</h3><h3>31:19文科生与设计师在 AI 时代的构建优势</h3><h3>45:22小而美产品的生存挑战与工程维护实践</h3><h3>1:00:36AGI 的未来展望与追求当下的意义</h3><p>欢迎关注我们</p><ul> <li>知识星球:<a href="https://t.zsxq.com/19SKbmflB">t.zsxq.com</a></li> <li>官网: <a href="https://hardhacker.com/">hardhacker.com</a></li> <li>小手册: <a href="https://book.hardhacker.com/">book.hardhacker.com</a></li> <li>用爱发电不容易，请我们喝咖啡☕️: <a href="https://afdian.net/a/hardhacker">afdian.net</a></li> <li>公众号/小红书: 硬地骇客</li> <li>商务合作: hardhackerlabs@gmail.com</li> <li>另外，现在加入「硬地骇客」会员服务，即可在会员专属的微信群与其他朋友一起畅所欲言，成为会员也是对我们持续更新最大的鼓励！</li></ul><figure><img src="https://image.xyzcdn.net/Fn51yNVEE4AD0pUYJz1RImGJWpHA.png"/></figure><h2><br></h2>
March 30, 2026
<p>如果你还在“听播客”，那你可能已经错过了下一代的信息消费方式。</p><p>这期节目，我们从一个看似技术选型的问题出发——为什么不做 API / SDK，而是选择 CLI。一路聊到了一个更本质的变化：当用户从“人”变成“Agent”，软件该如何重新设计？</p><blockquote>安装 Podwise Skills：</blockquote><blockquote>for Openclaw：<br><br><strong>clawhub install podwise<br></strong><br>On Claude Code / Codex / Opencode<br><br><strong>npx skills add hardhackerlabs/podwise-cli</strong></blockquote><p>Podwise 最新发布的 CLI + Skills，不只是一个工具更新，更像是把播客从“内容”升级成“可调用的能力”。你不再需要一条条听完节目，而是可以直接搜索、拆解、组合、导出，让 AI 帮你完成一整套信息处理流程。从“听内容”到“调能力”，信息获取的范式正在被重写。</p><p>我们聊了很多关键问题：</p><ul> <li>为什么 CLI 反而成了 Agent 时代最自然的接口？</li> <li>为什么传统 SaaS 的 API 思路正在失效？</li> <li>Workflow vs Agent，产品的“确定性”和“无限组合”该如何取舍？</li> <li>为什么你会不知不觉中消耗更多内容，甚至更多 token？</li> <li>以及——未来的软件，是不是只剩下“原子能力 + AI 组合”？</li></ul><p>如果你是开发者，这期会帮你重新思考产品架构；<br>如果你是重度信息消费者，这期可能会直接改变你的学习方式。</p><p>也许不久之后，“听播客”这件事本身，就会变得有点过时了。</p><p>本shownotes由 <a href="https://castwise.ai/">castwise.ai</a> 制作</p><p>Podwise - Podcast Knowledge at 10x Speed!</p><p><a href="https://podwise.ai/">podwise.ai</a></p><p>Apple Store 下载👉🏻 <a href="https://apps.apple.com/cn/app/podwise-ai/id6499190232?l=en-GB">apps.apple.com</a></p><figure><img src="https://image.xyzcdn.net/FuH2kr-H-doEWzfo0ICiKgb6e_8F.png"/></figure><h2>硬地笔记</h2><h3>Part 1: 背景与核心理念</h3><h3>00:04Podwise 发布 CLI 和 Skills 的原因：用户场景推动与 Agent 需求进化</h3><h3>01:16为什么选择 CLI 而非 API 或 SDK：反传统 SaaS 服务方式</h3><h3>05:15Agent 生态推动 CLI 普及：Obsidian 和 Podwise 的案例<br></h3><h3>Part 2: CLI 功能设计与原则</h3><h3>07:05Podwise CLI 的功能设计：四大类原子能力与内容发现的重要性</h3><h3>11:27CLI 设计：兼顾人类与 Agent 用户，提供可渲染选项与 TTY 环境判断</h3><h3>14:51CLI 设计原则：管道、谜等、非交互式、Help 信息与错误信息<br></h3><h3>Part 3: Skills 扩展与 AI 结合</h3><h3>19:18Podwise Skills：基于 CLI 的工作流能力，实现自然语言调用与动态工具链</h3><h3>24:30LLM 与 CLI 的化学反应：无限排列组合与动态组合系统</h3><h3>27:38Agent 是新时代的魔法：颠覆低代码/无代码平台，交付结果更直接<br></h3><h3>Part 4: 用户体验与商业模式</h3><h3>30:36Podwise Skills 体验：Token 消耗与播客消费量成倍增长</h3><h3>33:40AI 时代的内容消费：效率提升与 Token 消耗的性价比</h3><h3>36:49Podwise CLI 与 Skills 的商业模式：免费开源与滚动窗口限制<br></h3><h3>Part 5: 架构建议与安装指南</h3><h3>38:54软件架构建议：API 优先、逻辑放到 CLI 与服务端做核心业务</h3><h3>45:51安装 Podwise Skills 与反馈渠道<br></h3><p>欢迎关注我们</p><ul> <li>知识星球:<a href="https://t.zsxq.com/19SKbmflB">t.zsxq.com</a></li> <li>官网: <a href="https://hardhacker.com/">hardhacker.com</a></li> <li>小手册: <a href="https://book.hardhacker.com/">book.hardhacker.com</a></li> <li>用爱发电不容易，请我们喝咖啡☕️: <a href="https://afdian.net/a/hardhacker">afdian.net</a></li> <li>公众号/小红书: 硬地骇客</li> <li>商务合作: hardhackerlabs@gmail.com</li> <li>另外，现在加入「硬地骇客」会员服务，即可在会员专属的微信群与其他朋友一起畅所欲言，成为会员也是对我们持续更新最大的鼓励！</li></ul><figure><img src="https://image.xyzcdn.net/Fn51yNVEE4AD0pUYJz1RImGJWpHA.png"/></figure><h2><br></h2>
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来自三位拥有10年+互联网创业者的深度思考和对话，我们关注前沿科技，分享创业故事，打造 “超级个体”，寻找利基市场，构建小而美的生意，同时也希望和广大 Hacker 一起探讨技术、产品和商业之美。
硬地骇客是一群追求自由充实的生活并喜欢挑战的 Builder，他们热爱技术，热爱构建产品，崇尚依靠产品驱动的增长方式构建出自己的小生意。
"每个人都值得拥有一个小生意”
本节目可以在Podwise.ai、小宇宙、YouTube、Apple podcast、Spotify、喜马拉雅FM、QQ音乐、网易云音乐同步收听。
官网：https://hardhacker.com/ 智能播客平台：https://podwise.ai Discord 社区：https://discord.com/invite/MGmp9QjfkK
用爱发电不用容易，欢迎到爱发电请我们喝☕️https://afdian.net/a/hardhacker
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