Tesla's Cybercab aims for high-volume production using a dedicated ride-hailing network. Simultaneously, new agentic engineering management tools automate technical oversight and sprint planning. These developments shift focus from general LLMs to specialized, autonomous physical and digital systems. Practitioners should monitor how these agents handle real-world edge cases in production environments.