AI coding assistants perform well on small, bounded tasks. Ask for a utility function with clear inputs and outputs, and you will usually get something close to what you need. The challenge is complex features - multi-step implementations that span multiple components, involve existing infrastructure, and require coordination across parts of the codebase the model has not seen. For complex feature