Don't Outsource Your Thinking: How to Lead in the AI-Native Era - Emilie Schario

AI-native engineering shifts the developer's role from code generation to review and orchestration, requiring engineers to manage teams of agents rather than acting as individual contributors. Shipping software is now effectively free, creating a "killing problem" where organizations risk building incoherent, "Frankenstein" products by shipping at the speed of ideas without proper discovery. To maintain quality and security, developers must avoid outsourcing their thinking, ensuring human judgment remains central to architecture and security. High-performing organizations now prioritize metrics like "spend per merged pull request" to measure actual customer value rather than just output volume. Emilie Schario, co-founder of Kilo Code, emphasizes that successful AI integration requires a mindset shift toward finding leverage and intentionality, rather than simply tacking AI tools onto existing, inefficient processes.