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Field notes from shipping AI products

What held up in production and what did not, written from the builds on the work page: prompt caching and context budgets, LangGraph graphs, document ingestion, MCP servers and Lovable apps taken to production.

The first articles are in review. The service pages carry the long-form guides in the meantime.

Pick the problem. The plan comes first either way.

Seven services, one way of working: a written plan from $2,500 that you approve, then increments you review until the software is in production. Each page states what you get, what it costs and the case study it rests on.

Tell us what you're building.

Free 30-minute call. You leave with a written summary of the approach and a sensible first step. Prefer writing? Send a brief and we reply by email with questions.

Or email info@tecifo.com with a few times that suit you.

Not ready to talk? Take the checklist.

Fifteen checks we run before real users and real data hit an AI product: prompt caching, context budgets, approval steps, row-level security, agent state, traces. We email you the link.

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