Topic
product-analytics
7 items across this site.
Comparing Event-Deduplication Strategies for Client-Side Analytics
An open investigation into time-windowed vs.
Designing an Event Taxonomy for Amplitude
How to name events and properties so analytics stays usable as the product grows, instead of becoming hundreds of one-off strings.
Product Analytics Pipeline
Built a product analytics telemetry pipeline : a provider abstraction over Amplitude, typed event schemas, Hive-backed client buffering, and sliding-window deduplication.
Behavioral Event Pipeline Design
Case study of the ProductAnalytics pipeline: environment isolation, sliding-window deduplication, and Hive-backed buffering for high-frequency CRM activity.
Make analytics events boring on purpose
The unsexy taxonomy rules that keep Amplitude usable after the third redesign — and why exciting event names are usually a future outage.
Turning scattered product behavior into systems
A recurring theme in product engineering: ambiguous, duplicated behavior across screens is more dangerous than it looks, and the fix is rarely glamorous.
Amplitude's Event Taxonomy Documentation
Amplitude's own guidance on event/property naming and taxonomy planning — used as a reference while building out the analytics layer described in the Product...