Insights
Notes from production.
What we learn shipping AI agents, running LLMs reliably, and keeping cloud costs in check. Written for founders and engineering leads.
Why 40% of agentic AI projects get canceled, and how to ship yours
Gartner expects more than 40% of agentic AI projects to be canceled by the end of 2027. The causes are predictable, and so are the fixes.
LLM evals you need before launch
A practical checklist of the evaluations that catch most LLM failures before users do, and how to keep them running after launch.
Cutting AI token spend without losing quality
Seven engineering changes that lower the cost of LLM features, ordered from quickest win to largest project.
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