You know the moment. You open a doc, you trust it, you build on it — and it turns
out that doc has been lying to your face since a refactor three sprints ago.
Nobody updated it. Nobody even knew it went bad. It just sat there, smiling,
being wrong.
Now hand that same doc to an AI agent. It reads the lie, believes it harder than






