~/lightning

Release Prediction Test (Analytics Snapshot Testing)

Lightningat AndroidMakers by droidcon 2026 · on Friday, 2026-04-10· at 10:55· [testing, android]
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Snapshot testing for analytics that compares a baseline analytics event timeline with a new one generated from the same automated UI flow, logging each event with time since test start and running as a Gradle/CI step. Implementation replaces real analytics via DI (Dagger/Hilt) to write a timeline file, then CI fails if any event is missing reordered duplicated or delayed beyond ±1 second (configurable, e.g. 0.5–1s), predicting KPI and funnel shifts at PR time.

AI-written summary · about

  1. 0:00Release Prediction Test intro
  2. 2:30Release numbers break silently
  3. 8:12Analytics snapshot testing
  4. 13:19What test detects and time
  5. 18:17Q&A and tooling
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