Beyond Code: How Engineering Discipline Transforms AI Agents

AI agents are evolving from basic coding assistants to reliable professional tools, but success depends on engineering discipline rather than raw capability alone. mattpocock/skills demonstrates that the real innovation lies in the structured framework around the model—enforcing test-driven development, domain-specific documentation, and interrogative requirements gathering. This shift signals a maturation phase where organizations gain competitive advantage not by adopting AI, but by adopting well-governed AI.