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      <title>MUSE-Autoskill: ByteDance&#39;s Fix for AI Agents That Forget What They Learn</title>
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      <pubDate>Fri, 29 May 2026 00:00:00 +0000</pubDate>
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      <description>ByteDance&amp;#39;s MUSE-Autoskill turns agent skills into assets agents create, test, and reuse. Inside its five-stage lifecycle, skill-level memory, and SkillsBench gains.</description>
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      <title>SkillOpt: Stop Hand-Writing AI Agent Skills. Train Them.</title>
      <link>https://hohoda.com/skills/stop-hand-writing-agent-skills-train-them/</link>
      <pubDate>Wed, 27 May 2026 00:00:00 +0000</pubDate>
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      <description>Microsoft Research&amp;#39;s SkillOpt turns AI agent skills into trainable artifacts, using rollouts, bounded edits, validation gates, and rejected-update memory to improve frozen agents.</description>
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      <title>Humans Domesticate AI. AI Is Domesticating Us Too.</title>
      <link>https://hohoda.com/agents/humans-domesticate-ai-ai-is-domesticating-us-too/</link>
      <pubDate>Wed, 20 May 2026 00:00:00 +0000</pubDate>
      <guid>https://hohoda.com/agents/humans-domesticate-ai-ai-is-domesticating-us-too/</guid>
      <description>AI agents do more than automate work. As humans domesticate AI, AI is also changing how we begin thinking, judging, and working.</description>
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      <title>Code as a Trained Output: The New Model of AI Coding</title>
      <link>https://hohoda.com/agents/code-as-trained-output-ai-coding/</link>
      <pubDate>Wed, 13 May 2026 00:00:00 +0000</pubDate>
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      <description>AI coding agents are turning code into trained output: tests become loss functions, architecture becomes inductive bias, and harnesses become optimizers.</description>
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      <title>Why AI Agents Drift: Belief State Is the Real Bottleneck, Not Context Length</title>
      <link>https://hohoda.com/agents/why-ai-agents-drift-belief-state-is-the-real-bottleneck-not-context-length/</link>
      <pubDate>Thu, 30 Apr 2026 00:00:00 +0000</pubDate>
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      <description>Why AI agents drift as context windows grow. A POMDP-rooted view of agent architecture, with five proxy metrics for belief state quality.</description>
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      <title>5,000 Feeds, 20 Highlights: Your AI Agent Is Killing Your Serendipity</title>
      <link>https://hohoda.com/agents/5000-feeds-20-highlights-your-ai-agent-is-killing-your-serendipity/</link>
      <pubDate>Mon, 13 Apr 2026 00:00:00 +0000</pubDate>
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      <description>AI agents filter your feed with surgical precision. The casualty is every idea you didn&amp;#39;t know you needed — from weak ties to cognitive wandering to the death of the cyberflâneur.</description>
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      <title>SDD Was the Start. Harness Engineering Is the Real Game.</title>
      <link>https://hohoda.com/prompting/sdd-was-the-start.-harness-engineering-is-the-real-game./</link>
      <pubDate>Thu, 26 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://hohoda.com/prompting/sdd-was-the-start.-harness-engineering-is-the-real-game./</guid>
      <description>SDD helped agents understand intent. Harness engineering helps them stay reliable across long runs.</description>
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      <title>Will AI Kill Software? Why the SaaSpocalypse Is Wrong (And What&#39;s Actually Changing)</title>
      <link>https://hohoda.com/business/will-ai-kill-software-why-the-saaspocalypse-is-wrong-and-whats-actually-changing/</link>
      <pubDate>Wed, 18 Mar 2026 00:00:00 +0000</pubDate>
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      <description>Wall Street says AI will kill software. The real story: moats are deepening, SaaS is becoming Service as Software, and the industry is growing. A look at data, workflows, and who pays for outcomes.</description>
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      <title>AGI Won&#39;t Send You a Notification</title>
      <link>https://hohoda.com/agents/agi-wont-send-you-a-notification/</link>
      <pubDate>Wed, 11 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://hohoda.com/agents/agi-wont-send-you-a-notification/</guid>
      <description>AGI will not announce itself. There will be no headline, no global notification—only a moment years later when people look back and say: that was when everything started to change.</description>
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      <title>The Coding Singularity Has Arrived</title>
      <link>https://hohoda.com/agents/the-coding-singularity-has-arrived/</link>
      <pubDate>Tue, 10 Mar 2026 00:00:00 +0000</pubDate>
      <guid>https://hohoda.com/agents/the-coding-singularity-has-arrived/</guid>
      <description>What happens when coding stops being scarce—and why everything outside code is still stuck in 2015.</description>
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      <title>The Internet Is Fading. The Agent Era Has Begun.</title>
      <link>https://hohoda.com/agents/the-internet-is-fading.-the-agent-era-has-begun./</link>
      <pubDate>Thu, 12 Feb 2026 00:00:00 +0000</pubDate>
      <guid>https://hohoda.com/agents/the-internet-is-fading.-the-agent-era-has-begun./</guid>
      <description>A re-examination of Internet-era assumptions as agents become primary operators of software.</description>
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      <title>The Operating System Moment of AI Agents</title>
      <link>https://hohoda.com/agents/the-operating-system-moment-of-ai-agents/</link>
      <pubDate>Fri, 06 Feb 2026 00:00:00 +0000</pubDate>
      <guid>https://hohoda.com/agents/the-operating-system-moment-of-ai-agents/</guid>
      <description>Why the future of AI agents will be shaped by operating system design, not larger models.</description>
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