After an episode is generated, the system runs a lightweight verification:
| Problem | Symptom | Solution | |---------|---------|----------| | Missed episodes | Gaps in timeline | Increase server thread pool; use hardware acceleration for decoding | | Verification fails constantly | Hashing mismatch | Check for corrupt RAM or failing storage on camera | | High latency in live feed | 5+ sec delay | Switch from RTMP to SRT protocol; reduce B-frames in encoding | | Episode duplicates | Same event logged 3x | Adjust cooldown timer; enable deduplication filter on server | After an episode is generated, the system runs
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