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LLMs and coding agents are evolving at a very rapid pace, and we are at a point where they are becoming a very useful tool for embedded developers, when only a few months ago most people would have considered them to be too “dumb” for this task. In this talk Benjamin will be sharing some of his experiences using LLMs and coding agents to help with various aspects of day-to-day Zephyr development, from writing boilerplate driver code, helping improve documentation, or assisting in code reviews. There are things that can go terribly wrong, still, but you will leave this talk with a good understanding of the kind of tasks that you might want to consider using LLMs for, and some of the pitfalls to avoid.