Strong full-stack engineering ability. You've shipped end-to-end solutions independently, not just contributed to pieces. Fluency with coding agents and LLM tooling. Daily use of coding agents, experience with multi-agent orchestration, context engineering, and LLM APIs. You know where they accelera