Anomaly Detection

Automatically detect unusual patterns in agent behavior.

What it detects

• Event frequency spikes — sudden increase in events per minute
• Error rate anomalies — error % above baseline
• New action types — actions never seen before from this agent
• Unusual timing — events at unexpected hours
• Metadata outliers — amounts, counts, or values outside normal range

How it works

AIGodfather builds a baseline profile for each agent over 7 days. Events that deviate significantly trigger anomaly alerts. No configuration needed — it learns automatically.