Core takeaway of Alina Diskova's lightning talk. Since the LLM is a black box, the only controllable surfaces are your input (explicit acceptance criteria, filters, requirements) and your evaluation of small, reviewable outputs. Split tasks into small parts, drive them through distinct roles (systems analyst → tester → developer), and always keep the human in the code-reviewer seat.