Last Updated: November 21, 2025
Anomaly Signals
| Signal | Use |
|---|---|
Time-series drift
|
Detect baselines shifting |
Log entropy
|
Notice unusual verbosity |
Topology changes
|
Spot new dependencies failing |
Automation Tasks
runbook trigger
Kick off mitigation workflow
auto-remediate
Apply known fix (restart, redeploy)
notify-telegram
Inform SRE channel with context
Knowledge Capture
Record incidents with root causes and remediation steps to train the next model.
💡 Pro Tip:
Blend deterministic thresholds with ML models to reduce false positives.