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The sweep loop's WiFi/BT/RF scan processing had unprotected timeline_manager.add_observation() calls that could crash an entire scan iteration, silently preventing all device events from reaching the frontend. Additionally, scan interval timestamps were only updated at the end of processing, causing tight retry loops on persistent errors. - Wrap timeline observation calls in try/except for all three protocols - Move last_*_scan timestamp updates immediately after scan completes - Add per-device try/except so one bad device doesn't block others - Emit sweep_progress after WiFi scan for real-time status visibility - Log warning when WiFi scan returns 0 networks for easier diagnosis - Add known_device and score_modifier fields to correlation engine - Add TSCM scheduling, cases, known devices, and advanced WiFi indicators Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>