AnalyticsCLI field notes
Turn product signals into shippable work
Clear guides for product analytics, mobile growth loops, instrumentation, and giving coding agents reliable production context.
Funnel Analysis: Find and Verify Conversion Drop-Offs
Learn how to locate conversion drop-offs, rule out tracking errors, compare segments, and turn a verified funnel bottleneck into focused product work.
Read guideRetention Analytics: Find Why Users Stop Returning
Use retention analytics to distinguish real user churn from telemetry noise, trace cohort changes, and turn findings into scoped engineering work.
Read guideEvent Tracking: A Practical Checklist for Reliable Product Telemetry
A step-by-step event tracking checklist covering taxonomy, naming, validation, data quality, and when to use dashboards versus agent-readable exports.
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Your Coding Agent Is Guessing
Why product work gets vague when your agent cannot see the production signals behind the task.
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Why Founders Need a Growth Engineer
A practical way to turn scattered SaaS signals into focused product work for your coding agent.
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Stop Manually Optimizing Your App
How mobile founders can connect onboarding, paywall, crash, review, and code signals before deciding what to ship.
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Turn Analytics Into Issues
A simple format for converting product evidence into GitHub issues your coding agent can actually ship.
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Blank AI Prompts Are Bad Marketing
Why product behavior, revenue signals, feedback, and reviews make AI marketing advice sharper.
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