Topic
amplitude
7 items across this site.
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.
Sizing an event deduplication window
A short note on why a fixed time window for analytics event deduplication needs tuning, not just existing.
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...
Keeping sandbox traffic out of production analytics
Why analytics initialization should check environment/host before sending any events, not just before reporting them.