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    <title>Notes &amp; Field Reports — Aditya Tiwari</title>
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    <description>Field notes on building AI systems: multi-agent orchestration, RAG grounding, study workflows and honest lessons learned.</description>
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      <title>Kimi K3 Is a Frontier Signal, Not Just a Benchmark</title>
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      <pubDate>Sun, 19 Jul 2026 00:00:00 GMT</pubDate>
      <description>Moonshot&apos;s Kimi K3 is the largest open-weight model yet, and at its price point nothing else comes close. It just took #1 in Frontend Code Arena, beats Fable 5 on ownership and cost, and is already changing how autonomous agents like Hermes get built.</description>
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      <title>On Keeping Notes</title>
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      <pubDate>Sat, 23 May 2026 00:00:00 GMT</pubDate>
      <description>Why I started keeping these notes in the open — half journal, half lab book, fully unfinished.</description>
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      <title>The Age of the Orchestrator</title>
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      <pubDate>Fri, 22 May 2026 00:00:00 GMT</pubDate>
      <description>OpenClaw, morning delegation, and why I think AI is the graduation of the craft — not the end of it.</description>
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      <title>FindLife — your Mac&apos;s chief of staff</title>
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      <pubDate>Fri, 22 May 2026 00:00:00 GMT</pubDate>
      <description>A native macOS app that runs your calendar, your tasks, and an AI that works out how you actually operate — everything processed on your Mac and encrypted on disk.</description>
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      <title>Grounding Is Everything</title>
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      <pubDate>Mon, 18 May 2026 00:00:00 GMT</pubDate>
      <description>A retrieval-augmented system is only as honest as the context you hand the model. Notes on keeping answers tethered to the truth.</description>
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      <title>How to Get High Grades Without Burning Out</title>
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      <pubDate>Tue, 29 Mar 2022 00:00:00 GMT</pubDate>
      <description>No one ever taught me how to study — and it cost me at university. Here&apos;s the system I wish I&apos;d had: mindset, goals, Pareto, active recall, spaced repetition, and staying consistent without burning out.</description>
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