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Tips for using AI to write Embedded Firmware « Adafruit Industries – Makers, hackers, artists, designers and engineers!

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Shawn Hymel takes on a topic many embedded developers have been struggling with: how to best use AI in the process of writing embedded firmware. AI tools have quickly become part of many developers’ workflows. If you’re coming from a hobbyist background or transitioning into a professional embedded role, it can feel like a shortcut: you describe what you want, and code appears almost instantly. However, embedded systems are not the same as writing a quick script or even a web app. You’re often working with constrained memory, real-time requirements, hardware peripherals, and safety or reliability constraints. I’ve found that the most useful way to think about AI in firmware development is as an eager junior engineer. It can move fast and is great at getting started. However, it can also misunderstand requirements, miss edge cases, and suggest things that look right but fail in subtle (and sometimes dangerous) ways. Here are the areas Shawn has found where AI may be in the workflow: And

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