As AI agents make generating code nearly costless, developers should transition to spec-driven development and prioritize end-to-end testing to maintain control over rapidly evolving architectures. Success in this new paradigm requires investing in personal technical taste and automating routine tasks to focus on complex systemic challenges like security and resilience.