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Written by the engineers and delivery leads who run our projects, mostly about things we've had to work out for ourselves. It's practical and specific, and we don't mind having an opinion.

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LatestEngineering

8 Jul 2026 · 8 min read

Daniel Okafor, Head of Engineering

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Shipping LLM features that survive contact with production

Most LLM demos die in their first month of real traffic. Pick a use case the model can carry, build the evaluation set first, then guardrails and review.

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