mblanke 04a9946891 feat: host-centric network map, analysis dashboard, deduped inventory ...

- Rewrote NetworkMap to use deduplicated host inventory (163 hosts from 394K rows)
- New host_inventory.py service: scans datasets, groups by FQDN/ClientId, extracts IPs/users/OS
- New /api/network/host-inventory endpoint
- Added AnalysisDashboard with 6 tabs (IOC, anomaly, host profile, query, triage, reports)
- Added 16 analysis API endpoints with job queue and load balancer
- Added 4 AI/analysis ORM models (ProcessingJob, AnalysisResult, HostProfile, IOCEntry)
- Filters system accounts (DWM-*, UMFD-*, LOCAL/NETWORK SERVICE)
- Infers OS from hostname patterns (W10-* -> Windows 10)
- Canvas 2D force-directed graph with host/external-IP node types
- Click popover shows hostname, FQDN, IPs, OS, users, datasets, connections

2026-02-20 07:16:17 -05:00

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