⚠️ Predictive Alerts
Predictive alerts use AI to analyze 24-hour monitoring trends and forecast potential outages before they happen.
🔧 工作原理
- Runs automatically every 30 minutes (via scheduled command)
- Analyzes each active, non-paused monitor
- Uses 24 hours of check history to identify concerning trends
- Logs warnings for monitors with medium or high outage risk
📊 Risk Levels
| 风险 | 含义 |
|---|---|
| None | No signs of an upcoming outage |
| Low | Minor changes, probably fine |
| Medium | Some warning signs — worth investigating |
| High | Strong indicators of an impending outage — take action |
📋 Output
- Risk level and probability percentage
- Reasoning — Why the AI predicts this risk
- Warning signs — Observable indicators
- Suggested action — What to do proactively
⚙️ 配置
Predictive alerts are controlled by:
- AI Settings → Predictive Alerts: Toggle on/off
- Scheduler: Runs
monitron:ai-predictevery 30 minutes
Results are logged to storage/logs/laravel.log. Future versions will dispatch notifications for high-risk predictions.