AI coding agents are becoming standard collaborators in software development — writing, testing, and shipping code with minimal human input. Edge AI is next. As the tools for building and deploying models on microcontrollers expose themselves via APIs and CLIs, agents can start driving the entire edge ML workflow: from data to trained model to deployed firmware. This talk explores what "agentic development" means for edge AI — a visionary look at where the industry is headed.