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    <h1>Field notes from building in the open.</h1>
    <p>Long-form, first-principles writeups: the bug, the fix, and the code, as we ship Chronicle and TokenOps. For talks, videos, and pieces we published elsewhere first, see <a href="media.html">Media</a>.</p>
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    <p>Record-and-replay for agent decision graphs: reproduce a prod failure as a committed test, replay your fix with no live LLM calls. If a post here saves you a debugging session, a star tells us to keep writing.</p>
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