A DEV Community article proposes cross-modal distillation for wildfire evacuation routing that encodes road closures and AQI thresholds directly into the loss function. I look at the teacher-student gap when the student drops satellite imagery, why 23ms edge inference is irrelevant if sensor data is 5 minutes old, and what's missing for production.
Starting from a DEV Community article about taking Synapse mobile with React Native + Expo, this digs into iOS/Android background restrictions, how desktops differ, similar patterns in payments and video uploads, and design options that assume disconnection.
How to design a large watch-together event for tens of thousands of viewers, including time synchronization, event cue sheets, and effects that tolerate real-world drift.