An AI agent can take an action. An AI employee needs to know what happens next. Most AI agents look something like this: Think → Act → Observe → Repeat That's fine for short-lived tasks. But an AI employee needs to work across hours, days, and weeks. It needs to remember: What happened Who owns the work What is waiting What changed What should happen next When it should wake up When a human needs to approve something That's where graph engineering...