Constrain the agent, not the user

Patrick Nadeau at Autodesk Research: don’t write exhaustive specs, build constraints into the agent’s environment instead, tests to check against, a debugger for its own hypotheses, stakeholder interviews before it builds. Each grounds its output in an external source of truth.