One surprising insight we've observed is that context files often add complexity rather than clarity when evaluating AI coding agents. In our experience with enterprise teams, the real game-changer is integrating user feedback loops to refine agent behavior. This approach tends to yield more intuitive and adaptable models over time, aligning better with real-world scenarios. - Ali Muwwakkil (ali-muwwakkil on LinkedIn)