Muster automatically detects anomalies in agent cost and quality patterns without requiring you to configure thresholds.Documentation Index
Fetch the complete documentation index at: https://docs.getmuster.io/llms.txt
Use this file to discover all available pages before exploring further.
Anomaly types
| Type | Trigger |
|---|---|
| Cost spike | Daily cost > 1.3× 30-day baseline for 3+ consecutive days |
| Frequency change | Job frequency drops or spikes by >50% vs baseline |
| Error surge | Failed jobs exceed 20% of total jobs |
| Endpoint unreachable | Agent’s endpoint fails health probe 3× in a row |
| Model change | Agent starts using a different model than registered |
Anomaly lifecycle
- Active — anomaly is ongoing, shown in the Executive Summary
- Acknowledged — a team member has noted it (adds name + timestamp)
- Resolved — anomaly condition no longer met
Acknowledging anomalies
Click any anomaly in the Executive Summary or agent detail to acknowledge it. This removes it from the active count but keeps it in the history.Cost spike example
If yourinvoice-processor-v2 normally costs 21/day:
- Spike ratio: 1.41×
- Baseline: $15.13 (30-day average)
- Observed: $21.33 (10-day average)
- Status: Active anomaly, severity HIGH