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Notes from the field.
Practical writing on shipping AI agents, vision systems and automation that hold up in real operations.
Agents5 min read
Why most AI pilots stall before production
The four gaps between a convincing demo and a system your team can depend on.
Validation6 min read
What to test before a warehouse robot goes live
A practical outline for simulation, fault testing and acceptance checks.
Evaluation5 min read
Writing evals before writing agents
How a small test set on day one changes every decision that follows.
Governance4 min read
Human-in-the-loop that people actually use
Designing approval steps that catch real risk without slowing everyone down.