Observability, Analytics, and Feedback Loops
Track activation funnels, session stickiness, and task completion time rather than clicks alone. Correlate performance metrics with user retention. When an animation stuttered on older devices, churn spiked—data made the bug’s impact impossible to ignore.
Observability, Analytics, and Feedback Loops
Unify logs, traces, and crash reports across platform layers with correlation IDs. When a payment flow fails, one identifier should reveal UI steps, network calls, and server logs. This tight loop shortens investigations from days to minutes.