This talk explains how OpenAI uses Codex to transform software development from manual coding to agent-driven workflows. It argues that the real bottleneck is no longer writing code, but providing agents with the right context, validation tools, and verification systems to operate effectively. The session outlines how teams can adapt their infrastructure and processes to fully leverage AI agents while maintaining speed and quality.