OpenAI's announcement of Astra, an LLM model that automates PCB layout in KiCad, sparked concern among embedded engineers about job displacement. The article argues that while LLMs will likely automate routine design tasks like schematic and board layout work, the future of engineering lies in systems-level thinking, requirements development, and verification—skills where human experience remains irreplaceable.