Strategy, implementation, and interface work for teams putting AI into production — without the parts that quietly break after launch.
// the manifest
Roadmaps, model selection, build-vs-buy, and technical due diligence. Know what to build before you commit a quarter to building it.
Retrieval, agents, evaluation, and the production plumbing that keeps them standing. Code and weights you own from day one.
The surface where people meet the model — streaming, feedback, and the edges that decide whether a product earns trust.
The ferryman accepts coin.
30-min intro call · reply within 24h · no deck, no obligation
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