AI Works Best When Work Is Clearly Structured

AI struggles with vague instructions. "Build something cool" or "fix the bug" leaves too much to inference. The agent fills gaps, often wrong.

When tasks are clearly structured—with context, constraints, and expected outputs—performance improves dramatically. A brief that says: here's the goal, here's what exists, here's what we need, here's the format we want. The agent knows exactly what to do and how success is measured.

This is why the brief has become one of the most important artifacts in the Nimbus workflow. It's the structure that makes AI reliable. Not the model. The structure.