Field notes · Product and engineering
Writing about the systems behind the feature.
I write about building dependable AI-powered consumer mobile products: state, reliability, measurement, trust and the operating loops that turn capabilities into useful software.
0128 Aug 2026 · 9 min
Shipping Reliable AI Features in Consumer Mobile Apps
A production-minded framework for state, failure recovery, evaluation, observability and controlled rollout.
Read article ↗0228 Aug 2026 · 10 min
From AI Capability to Consumer Habit
How recurring jobs, accumulated value, visible trust and measurement turn model capability into a product people choose to keep.
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