Software
Multi-Source Timeline Architecture: Merging Local Logs, Device Data, AI Insights & Server Events in Flutter
A timeline is often the most deceptively complex screen in any modern mobile experience. It looks simple: a neat vertical feed of moments, updates, and events. But behind the scenes, it is a battlefield of asynchronous data, inconsistent timestamps, unmerged identities, and late-arriving corrections. In a connected pet-tech ecosystem like