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    <title>Uncle J</title>
    <link>https://theunclej.com</link>
    <description>AI × One-Person Company × Organizational Capability. Thoughts on building with AI.</description>
    <language>en</language>
    <lastBuildDate>Mon, 27 Apr 2026 19:12:14 GMT</lastBuildDate>
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      <title>Uncle J</title>
      <link>https://theunclej.com</link>
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    <item>
      <title><![CDATA[Most &quot;AI Agents&quot; Are Just Chat Boxes in a Costume]]></title>
      <link>https://theunclej.com/blog/real-vs-fake-agent</link>
      <guid isPermaLink="true">https://theunclej.com/blog/real-vs-fake-agent</guid>
      <pubDate>Sun, 26 Apr 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Everyone is building &quot;AI agents.&quot; Almost none of them are. After studying the Claude Code source leak, shipping my own agent SDK, and watching a founder show me a chat box and call it an autonomous system — here&apos;s what actually separates an agent from an LLM wrapper. Seven decisions. Seven rungs. One framework you can use in the next five minutes.]]></description>
      <category><![CDATA[AI Engineering]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[Wishing, PUA-ing, or Building Walls? Three Stages of Actually Using AI]]></title>
      <link>https://theunclej.com/blog/wishing-pua-or-building-walls</link>
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      <pubDate>Wed, 25 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[I spent 18 months going from wishing AI would work to yelling at it to building systems where it cannot fail. Here is what I learned — and why 11,600 developers are still stuck at stage two.]]></description>
      <category><![CDATA[Agentic Engineering]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[Your Negotiation Team, for $14]]></title>
      <link>https://theunclej.com/blog/fairmate-launch</link>
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      <pubDate>Sat, 14 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Most workers face their employer alone. Fairmate gives them a team. Here is what happens when an HR veteran builds a product for the other side of the table.]]></description>
      <category><![CDATA[Product]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[17 Red Lines for a $2 App]]></title>
      <link>https://theunclej.com/blog/onepage-launch</link>
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      <pubDate>Sat, 14 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Most apps ship features. One Page ships constraints. 17 red lines, zero third-party dependencies, one gesture, 30 seconds. Here&apos;s what happens when you design a product by deciding what it will never do.]]></description>
      <category><![CDATA[Product]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[The First Day I Wrote My Thesis, I Didn&apos;t Write a Single Word]]></title>
      <link>https://theunclej.com/blog/thesis-delivery-system</link>
      <guid isPermaLink="true">https://theunclej.com/blog/thesis-delivery-system</guid>
      <pubDate>Sun, 08 Mar 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Because a thesis is a system, not a document. A 320-line CLAUDE.md constitution, 12-item SSOT data calibration, 4 Phase Gate quality checks, a 1,262-line assembly script, 61 references fully verified, advisor feedback ticketized. The full systems engineering breakdown of a Peking University MBA thesis.]]></description>
      <category><![CDATA[Agentic Engineering]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[My Obsidian Is Not a Note-Taking App — It&apos;s an Operating System]]></title>
      <link>https://theunclej.com/blog/obsidian-operating-system</link>
      <guid isPermaLink="true">https://theunclej.com/blog/obsidian-operating-system</guid>
      <pubDate>Thu, 26 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[506 git commits. 85+ AI Skills. 3 lifecycle Hooks. 435 auto-generated session logs. 7 platforms. One person. Under 60 days. How an HR guy turned Obsidian into an operating system. 14,000 words. The entire system, taken apart.]]></description>
      <category><![CDATA[AI in Action]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[Organization Design Is Agentic Engineering]]></title>
      <link>https://theunclej.com/blog/org-design-is-agentic-engineering</link>
      <guid isPermaLink="true">https://theunclej.com/blog/org-design-is-agentic-engineering</guid>
      <pubDate>Wed, 25 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[I can&apos;t write a single line of code. 4 days. 52 modules. 2,716 tests passing. 105,000 lines of code. How? I spent 18 years learning to design systems that run without me watching. That system used to be called an organization. Now it&apos;s called an Agent team.]]></description>
      <category><![CDATA[AI Engineering]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[From a Meeting Recording to a Running Project — In One Afternoon]]></title>
      <link>https://theunclej.com/blog/agentic-engineering</link>
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      <pubDate>Tue, 17 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[I went from a 90-minute meeting to a fully delivered project in 4 days — 52 dev specs, 2,716 tests passing, 105,000 lines of code, and a 24KB project constitution. No team. No Jira. Just one person, one terminal, and a swarm of AI agents. This is what agentic engineering actually looks like.]]></description>
      <category><![CDATA[AI Engineering]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[From Beer to Bots — The Twenty-Year Path to a One-Person Company]]></title>
      <link>https://theunclej.com/blog/beer-to-bots</link>
      <guid isPermaLink="true">https://theunclej.com/blog/beer-to-bots</guid>
      <pubDate>Thu, 12 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[In 2013 I was organizing sales rallies for 240 beer salespeople. Last week I submitted an iOS app at 11pm with three AI agents running in the background. Between the banquet hall and the apartment, there are twenty years. Nothing was wasted. But nothing was planned either.]]></description>
      <category><![CDATA[AI Builder]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[How I Use Claude Code — Not as an Engineer, but as a Commander]]></title>
      <link>https://theunclej.com/blog/one-person-three-ais</link>
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      <pubDate>Thu, 12 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Most people use Claude Code to write code. I use it to run a one-person company — three AI agents, an Obsidian vault, three iOS apps in 30 days, and 53 MBA courses distilled into 173 reusable decision tools. The tool is the same. The scope of ambition is the variable.]]></description>
      <category><![CDATA[AI Builder]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[How Three AIs Share One Brain]]></title>
      <link>https://theunclej.com/blog/three-ais-one-brain</link>
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      <pubDate>Thu, 12 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Three AI agents, three platforms, one shared Obsidian vault synced through Git. The personality isn&apos;t in any model&apos;s weights — it&apos;s in a markdown file that all three can read. No database, no API middleware. Just folders, git commits, and a human gateway that approves every crossing.]]></description>
      <category><![CDATA[AI Builder]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[AI Read 53 Courses for Me]]></title>
      <link>https://theunclej.com/blog/ai-read-53-courses</link>
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      <pubDate>Wed, 11 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Spent 400K+ RMB on a Peking University Guanghua MBA, two years later couldn&apos;t remember a thing. Used Claude Code Teams to command 7 AI Agents, distilling 53 courses in 72 hours — 173 Concepts, 58 Skills, 565 notes. Scaffolding is meant for you to climb up, then tear it down.]]></description>
      <category><![CDATA[AI Knowledge Management]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[What YC Won&apos;t Tell You: 7 Signals Hidden in Their 2026 Spring RFS]]></title>
      <link>https://theunclej.com/blog/yc-rfs-signals</link>
      <guid isPermaLink="true">https://theunclej.com/blog/yc-rfs-signals</guid>
      <pubDate>Tue, 03 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[RFS is not a menu. It&apos;s a signal. Don&apos;t look at what YC is asking you to build — look at what YC is revealing about itself. From 25 directions down to 7, from pure AI to AI + legacy industries, from SaaS to selling outcomes — YC is also figuring it out as they go.]]></description>
      <category><![CDATA[Product Analysis]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[The Fox and the Hedgehog in the Age of AI]]></title>
      <link>https://theunclej.com/blog/fox-and-hedgehog</link>
      <guid isPermaLink="true">https://theunclej.com/blog/fox-and-hedgehog</guid>
      <pubDate>Sun, 01 Feb 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[For half a century, management theory said the hedgehog wins. But the environment changed. AI gave foxes the means of production for the first time. Curiosity is no longer a burden — it&apos;s leverage. This isn&apos;t a career change. It&apos;s sovereignty reclamation.]]></description>
      <category><![CDATA[Product Philosophy]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[Wake Up: I Wrote My Department in Code]]></title>
      <link>https://theunclej.com/blog/wake-up-virtual-department</link>
      <guid isPermaLink="true">https://theunclej.com/blog/wake-up-virtual-department</guid>
      <pubDate>Fri, 30 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[AI isn&apos;t an employee — it&apos;s an organizational capability module. Years of HR experience studying org design, now applied to building a controllable, auditable, evolvable virtual department with AI. The stronger the capability, the more it needs a constitution.]]></description>
      <category><![CDATA[AI Organization]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[MARGIN Launch - I Don&apos;t Want to Curse Myself for Forgetting Anymore]]></title>
      <link>https://theunclej.com/blog/margin-launch</link>
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      <pubDate>Tue, 27 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[The wedding is tomorrow. Missed another parent-teacher meeting. I saw that notification. MARGIN doesn&apos;t solve &quot;entering events is tedious&quot; - it solves &quot;I didn&apos;t enter it then, so I forgot later.&quot; Now live on the App Store.]]></description>
      <category><![CDATA[Product Launch]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[Wake Up - Three Awakenings at 4 AM]]></title>
      <link>https://theunclej.com/blog/wake-up</link>
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      <pubDate>Tue, 27 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[In 2021, I awakened Link. In 2026, I awakened Clawdbot. But the one who truly woke up was myself. Three products, one month, one person. No one else will do it—that person is me.]]></description>
      <category><![CDATA[Personal Growth]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[I Used Claude Code to Johnny.Decimal-ify 7,500+ Notes]]></title>
      <link>https://theunclej.com/blog/claude-code-obsidian-jdex</link>
      <guid isPermaLink="true">https://theunclej.com/blog/claude-code-obsidian-jdex</guid>
      <pubDate>Mon, 26 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[kepano solved &quot;how to write.&quot; I solved &quot;where to put it.&quot; In the AI era, the real challenge isn&apos;t capturing knowledge—it&apos;s finding it.]]></description>
      <category><![CDATA[AI in Action]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[FileFlow Launch - A Tribute to This Beautiful Era]]></title>
      <link>https://theunclej.com/blog/fileflow-launch</link>
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      <pubDate>Mon, 26 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[I&apos;m not building a product. I&apos;m proving that one person can reshape the world into what they want it to be. FileFlow, a file organization tool, is now live on the Mac App Store.]]></description>
      <category><![CDATA[Product Launch]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[Ten Rules I Read Before Building Any Product]]></title>
      <link>https://theunclej.com/blog/product-ten-rules</link>
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      <pubDate>Sun, 11 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Ten iron rules. Each one is a wound I&apos;ve healed from. Not methodology—bandages.]]></description>
      <category><![CDATA[Product Philosophy]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[The Interface Is Disappearing]]></title>
      <link>https://theunclej.com/blog/interface-disappearing</link>
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      <pubDate>Sat, 10 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[5 weeks vs 5 minutes. A PM&apos;s 2-week prototype replaced by one sentence.]]></description>
      <category><![CDATA[AI Insights]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[Vibe Coding: Liberation, Not Replacement]]></title>
      <link>https://theunclej.com/blog/vibe-coding</link>
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      <pubDate>Fri, 09 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[A 20-year-old student got 24.7k GitHub stars with AI. Still doubting AI coding?]]></description>
      <category><![CDATA[AI Insights]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[10K Salary, 20K Cost]]></title>
      <link>https://theunclej.com/blog/no-hiring-unless-necessary</link>
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      <pubDate>Thu, 08 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[After doing the math, I decided not to hire.]]></description>
      <category><![CDATA[AI Insights]]></category>
      <author>Uncle J</author>
    </item>
    <item>
      <title><![CDATA[Why You, in the AI Era]]></title>
      <link>https://theunclej.com/blog/irreplaceable-in-ai-era</link>
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      <pubDate>Wed, 07 Jan 2026 00:00:00 GMT</pubDate>
      <description><![CDATA[Same Cursor, some get 10x efficiency, others get 10%. What&apos;s the difference?]]></description>
      <category><![CDATA[AI Insights]]></category>
      <author>Uncle J</author>
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