Firmware
When you’re building an on-device image capture pipeline, privacy can’t be something you “handle later.” If a full-frame or identifiable capture ever gets persisted or shipped—even briefly—you’ve already created a privacy risk and a testing headache. A stronger pattern is to make privacy a data-format
Firmware
When you first validate a bursty image pipeline on LittleFS, it often looks great: average write times are low, and short tests feel “done.” Then you run a 6–12 hour soak, the flash creeps toward full, and suddenly P95/P99 write latency starts spiking. Frames arrive in bursts, your
Hardware
When a user picks up your IoT device, they ask three immediate questions without saying a word: "Is it on?" "Is it working correctly?" "How much battery is left?" At Hoomanely, we answer all three questions through a single, intelligent interface: RGB LEDs driven