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E · thread

Analytics & measurement / instrumentation

What to instrument, which analytics stack to run, event taxonomy, funnels, crash and performance telemetry — measurement that answers real product questions without drowning you.

8 decision topics in this thread — every topic gives a recommended default, the reasoning, and what flips it. Titles and dates below are free; the verdicts and full topics are the paid masterclass (a few showcase verdicts are shown in full).

IDTopicVerdictVerified
ANL-001Tracking plan defined before building�e9f6e; verdict in the full masterclass2026-06-26
ANL-002Product-analytics platform2026�e9f6e; verdict in the full masterclass2026-06-26
ANL-003Instrumentation layer (CDP vs. direct)�e9f6e; verdict in the full masterclass2026-06-26
ANL-004Data pipeline & warehouse�e9f6e; verdict in the full masterclass2026-06-26
ANL-005Funnel / cohort / retention / churn instrumentation�e9f6e; verdict in the full masterclass2026-07-02
ANL-006Experimentation / A-B infrastructure�e9f6e; verdict in the full masterclass2026-06-26
ANL-007Privacy-respecting attribution plumbing2026�e9f6e; verdict in the full masterclass2026-06-26
ANL-008Cookieless / first-party analytics2026�e9f6e; verdict in the full masterclass2026-06-26

Each topic behind these titles is a full worked decision: what it is, the recommended default, why, what flips it, how to execute it with your coding agent — cited and dated.

Read a full topic free →Launching soon — read a free chapter

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