The prototype-to-product gap
Map the failure modes that appear when a connected device leaves the bench.
Move beyond a working prototype. Design ESP32 firmware with clear state, reliable connectivity, safe updates, and the observability needed for a real deployed device.
Bring an ESP32 board and leave with a firmware architecture you can extend.
Most embedded prototypes fail in the space between “it works on my desk” and the first month in the field. This workshop focuses on that gap: the firmware decisions that make an ESP32 device understandable, recoverable, and maintainable after deployment.
We will work through a production-shaped firmware structure using an ESP32, sensor telemetry, MQTT, and an OTA update path. The goal is not a giant framework — it is a set of patterns you can reuse on the next device you build.
Map the failure modes that appear when a connected device leaves the bench.
Separate boot, connectivity, sampling, publishing, and recovery into testable states.
Implement reconnect backoff, MQTT session behavior, and useful device health signals.
Walk through versioning, update checks, failure handling, and safe rollout thinking.
Review the architecture, identify gaps, and define the next production checkpoint.
Rajath builds and teaches embedded, IoT, and edge AI systems around real hardware and the constraints that show up in production.
Bring an ESP32 board and leave with a firmware architecture you can extend.
Register for the workshop →