Topic
product-analytics
5 items across this site.
Comparing Event-Deduplication Strategies for Client-Side Analytics
An open investigation into time-windowed vs. idempotency-key deduplication for client-emitted analytics events, prompted by dedup work on the Runo product analytics layer.
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.
Runo Product Analytics & Amplitude Instrumentation
Worked on a product analytics layer at Runo — Amplitude provider abstraction, event taxonomy, user/company traits, deduplication, and platform-aware tracking across auth, billing, CRM, and call workflows.
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 Runo Product Analytics project.