AIStatusIndicator:
- Now shows BOTH patrol findings AND baseline anomalies
- Displays even when only anomaly detection is active (no patrol)
- Badge count includes both findings + anomalies
- Tooltip provides detailed breakdown by severity
Trend Prediction (backend):
- Add TrendPrediction struct for resource exhaustion forecasting
- CalculateTrend() uses linear regression on sample history
- Predicts days until resource is full (or if declining/stable)
- Severity: critical (<7 days), warning (<30 days), info (>30 days)
- Human-readable descriptions like 'full in ~2 weeks (+0.5% per day)'
This creates a more cohesive intelligence experience where anomaly
detection works independently of the pro/patrol features, making
value visible immediately to all users.
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