Last Updated: November 21, 2025
Signal Mix
| Signal | Goal |
|---|---|
Metrics
|
Track saturation |
Logs
|
Surface errors |
Traces
|
Follow requests |
Topology
|
Spot dependency shifts |
Commands
runbook trigger
Execute automatic fix
pagerduty trigger
Elevate to humans
query anomaly
Inspect model
Knowledge
Log incidents, feed models with corrected labels, and document automation boundaries.
💡 Pro Tip:
Blend thresholds with anomaly detection and review bots regularly.