Tag - OTA

ESP32 Firmware Development Guide for IoT Devices

Real ESP32 firmware development is not just about connecting a device to Wi-Fi. It is about structuring BSP, drivers, protocols, config, OTA, logs, and maintenance into a system that can survive production. This guide outlines a more scalable firmware architecture for IoT devices.

Blog, Embedded System Development , April 22, 2026 , BSP, Device Logs, embedded systems, ESP32, Espressif, Firmware Development, FreeRTOS, IoT Device, OTA, Remote Operations

How to Separate Model, Firmware, and Config Versioning in Edge AI

Edge AI fleets become hard to operate when firmware, model, and config are hidden behind one bundle version. This article explains how to separate those version planes so rollout, rollback, and troubleshooting stay controllable.

Blog, Edge Computing and Data Analytics , April 5, 2026 , Config Versioning, Device Operations, Device Platform, Edge AI, Firmware Versioning, Model Versioning, OTA, Rollback, Staged Rollout, Version Governance

Edge AI Device OTA: How to Do Staged Rollouts and Rollbacks

The hard part of Edge AI OTA is not pushing a new package. It is designing staged rollout, rollback, and remote recovery for devices whose firmware, model, and configuration evolve together. This article explains how to do it from ESP32 to RK3566.

Blog, Embedded System Development , March 26, 2026 , AI Deployment, Device Operations, Edge AI, ESP32, Fleet Management, OTA, Remote Recovery, RK3566, Rollback, Staged Rollout