Insights

Field notes on building AI that ships.

Honest write-ups of what worked, what didn't, and what we'd do differently. No vendor talking points.

Agentic RAGJun 2026· 9 min read

Why your RAG is hallucinating (and how we fixed ours)

Most 'RAG hallucinations' aren't model failures — they're retrieval failures. A walkthrough of the eval suite that finally caught ours.

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AI AgentsMay 2026· 7 min read

Designing agents that know when to stop

Tool loops, budget limits, and the underrated art of letting an agent fail gracefully and hand off to a human.

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Voice AIMay 2026· 12 min read

Sub-800ms voice agents on Twilio: the latency budget

Where the milliseconds actually go in a production voice loop — and the four optimizations that bought us the most.

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StrategyApr 2026· 6 min read

The AI ROI conversation enterprise buyers actually want

How to frame an AI initiative for a CFO without overpromising or underselling. A template inside.

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EvaluationApr 2026· 8 min read

Building a gold set you'll still trust in six months

Practical patterns for assembling, versioning, and rotating an eval gold set without it going stale.

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Voice AIMar 2026· 11 min read

Multilingual voice for emerging markets: lessons from 80k farmers

What we learned shipping voice AI in three languages for users on low-end phones over weak networks.

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