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Practical writing on AI systems, cloud economics, and how we run product engagements — from the team shipping them.

Building production RAG systems that don't hallucinate

Mar 12, 20268 min read

Building production RAG systems that don't hallucinate

Retrieval quality, evaluation harnesses, and human review loops — the difference between a demo and a system you can trust.

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Feb 4, 20266 min read

Cutting AWS bills 40% without touching a single feature

Right-sizing, reserved capacity, and egress hygiene — FinOps moves that product teams can actually ship.

Jan 18, 20265 min read

Why our discovery sprint is a two-week fixed price

Paid discovery removes guesswork from pricing — and protects both sides from optimistic scopes.

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