Field notes

Ideas for products that learn clearly.

Practical guidance from the space between product questions and analytics implementation.

Measurement design · 18 Jun 2026

Your activation metric needs a behavior, not a feeling

A practical way to define activation as an observable early behavior connected to later value.

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Instrumentation · 09 Apr 2026

Event taxonomies survive when teams can read them

Naming conventions work best when they preserve meaning and fit the way teams actually build software.

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Data quality · 12 Feb 2026

Before adding a dashboard, build a trust routine

Dashboards cannot compensate for unclear definitions and untested event pipelines.

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