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More Than 30 Unique Tracking Events Will Cause You Problems

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Based on product audits, this post explains how exceeding 30 core events leads to confusion, duplicative metrics, and inflated tooling costs. Timo recommends modeling a small set of core entities and using properties to capture UI-specifics. Includes governance tips.

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How Data Governance Can Help Collect Good Event Data

João Lousada outlines how a data governance strategy prevents analytics drift. He emphasizes the role of casing rules, ownership tags, and source-of-truth documentation in keeping instrumentation aligned with product changes. Great for teams scaling analytics without chaos.

databeats.community · João Lousada
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The UX of Event Architecture — An Amplitude Reintegration Story

In this Amplitude reintegration story, Moss Pauly shows how reducing events to a <30 schema improved usability for analysts. Events were refactored to prioritize clarity and team ownership, with event routing and validation set up before hitting Amplitude.

medium.com · Moss Pauly
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What's Sexy? Naming Conventions for Analytics Events

Paul Koullick argues that naming events well is a UX challenge. He lays out conventions for naming (verb-noun, title case, property bias), and introduces a workflow where every new event is reviewed for clarity and governance. Great for scaling teams.

pkoullick.medium.com · Paul Koullick

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