Amy Unger from GitHub discusses her transition from academic programming to for-profit tech, the differences between tech lead and deep diver roles, trade-offs in engineering projects, and the importance of value and service ethic in developer tooling. She shares insights on managing rushed feature requests, navigating product failings, mentoring, balancing coding with non-coding work, and learning from peers in a male-dominated environment.