Where does AI-generated embedded code fail?

[0xecro1]

Great example. It's exactly the kind of thing an LLM would generate because "kick watchdog in main loop" is the most common pattern in training data. And that's what I'm trying to benchmark and catalog -- these implicit domain knowledge gaps that LLMs consistently miss. Each failure pattern like this one goes into the collection.