Over-Escalation is an anti-pattern in agentic systems where triggers are activated too frequently, causing unnecessary friction and hindering legitimate agentic workflows.

Symptoms

  • Escalation on low-stake, reversible tasks.
  • Triggers activating based on “gut feel” or minor uncertainty rather than concrete policy violations.
  • High volume of human review required for tasks that should be handled autonomously.

Risk

  • Developer Friction: Overloading human reviewers leads to alert fatigue.
  • Efficiency Loss: Undermines the value proposition of agentic automation.

Connections

Sources