Reading IDE plugin signals without mistaking curiosity for habit | Field Notes
First-week spikes after an internal plugin launch look like success. Habit looks quieter and matters more for investment decisions.
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Guides and observations from audits, instrumentation reviews, and briefings with engineering teams.
Sampling gaps that hide CI template abandonment | Field Notes
CI usage analytics often sample successful jobs more generously than failed or abandoned ones. That skew changes what platform teams decide to retire.
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Interviewing engineers about the stack they actually open | Field Notes
Telemetry without conversation invents confident stories. A short interview protocol keeps developer tool usage analytics honest.
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When seat counts lie about developer tool adoption | Field Notes
Seat licenses look decisive in budget meetings. They rarely describe how application analytics for developer tool usage inside engineering platforms should be read.
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