The Escalation Rule Pattern Every AI Agent Needs (and Most Skip)

When your AI agent hits an edge case, what does it do? If you haven't explicitly defined escalation rules, the answer is: it guesses. That's a problem. What Escalation Rules Are An escalation rule is a condition in your agent's config that says: "If X, stop and involve a human." Without them, your agent will attempt to handle everything — including the situations where it absolutely shouldn't. The Three Triggers Worth Configuring 1. Low-confidence writes If the agent is about to write to a database, send an email, or post publicly, and its confidence in the output is below a threshold, it should pause and flag. 2. Financial outputs Any output that touches money — invoices, expense reports, pricing quotes — should have a human in the loop until you've built significant trust. 3. First-time contact When your agent reaches out to a person it has never interacted with before, a human review pass is worth the friction. What the Config Looks Like In practice, this is a small block in your SO