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Notes on AI products, systems design, and engineering decisions.

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Agent UX Is a Systems Problem

Why most AI assistants fail in production: weak state visibility, no recovery path, and missing trust signals.

AI Product UXAgentsDesign Systems
Published

Feb 18, 2026

6 min read

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Feb 2, 2026•5 min read

Ship Evals Before Polish

A practical argument for evaluation-first AI delivery, and why polished UX on top of unstable quality is expensive theater.

EvalsLLM Engineering
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Jan 15, 2026•7 min read

Designing Mission Control for AI Assistance

How to combine telemetry thinking with assistant interfaces in high-stakes environments.

Mission ControlObservability
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