Rubber Duck Incarnate

The Amp Hour · 26 Jan 2026 · 1h 09m · Episode 713

AI in practice: one real use of AI described

What this episode covers

Dave Jones and Chris Gammell discuss the recent public falling out between SparkFun and Adafruit, which resulted in Adafruit losing the right to resell the Teensy microcontroller board designed by Paul Stoffregen. They analyze the technical implications of the Teensy's proprietary NDA-protected bootloader and explore how the RP2350 chip's Programmable IO (PIO) state machines offer a versatile alternative for custom hardware. The conversation also covers Chris's use of the Zephyr RTOS for embedded development, AI-assisted coding tools, and portable debugging via terminal apps on mobile devices.

AI in practice

Where this conversation describes AI being used to build or deliver a product. Part of the AI in practice tracker.

Engineering & simulationCloud Code

Chris Gammell used the Cloud Code AI tool to generate code for a menu system and real-time operating system integration in Zephyr, which he found to be as effective as a junior firmware engineer.

“I switched over using Cloud Code for that. And it's been good. Not like perfect, but good. Probably as good as a junior firmware engineer and probably better than, you know, I'm not that good.”

Chris Gammell · Hear it at 36:06

Mentioned

Companies
SparkFun, Adafruit, Raspberry Pi, Donut Lab
Products
Teensy
Chips
NXP, RP2350
Tools
Key CAD
Also
Paul Stoffregen, Zephyr

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