Engineering writeups: architecture, technology deep-dives, operating models, and how tech teams are built and run. No cadence; published when it has consequences.
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Grounding is a contract, not a citation
I’m building a stealth vertical AI platform that extracts data from authoritative documents, and the numbers it extracts end up on money paths. If you’ve pulled numbers out of a PDF with Gemini, NotebookLM or LangExtr...
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Parallel coding agents fail at authority, not isolation
I build alone, and AI coding agents carry the whole gamut of the work: specs, scope decisions, implementation, grounding, tests, and promotion to production. Two products are in flight: a stealth vertical AI platform ...
