⚠️ Predictive Alerts

Predictive alerts use AI to analyze 24-hour monitoring trends and forecast potential outages before they happen.

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🔧 Как это работает

• 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

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📊 Risk Levels

Риск	Значение
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

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📋 Output

• Risk level and probability percentage
• Reasoning — Why the AI predicts this risk
• Warning signs — Observable indicators
• Suggested action — What to do proactively

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⚙️ Конфигурация

Predictive alerts are controlled by:

1. AI Settings → Predictive Alerts: Toggle on/off
2. Scheduler: Runs monitron:ai-predict every 30 minutes

Results are logged to storage/logs/laravel.log. Future versions will dispatch notifications for high-risk predictions.