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This is my AI persona, built on the open-source stack described in Software Can Talk. Ask it about my projects, the essays on my blog, agent architecture, or the coders-to-owners thesis. Every answer is grounded in what I've actually written and shipped, with inline citations — not generic LLM filler.

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My thinking on AI agents, backend systems, and the builders-over-companies thesis — grounded in what I've actually written and shipped. Every answer cited.
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