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20 changes: 20 additions & 0 deletions _gsocprojects/2026/project_AutoEIT.md
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## Error Handling and Logging

To ensure reliable operation and easy debugging, AutoEIT implements structured error handling and logging:

1. **Error Handling**
- Handles missing or corrupted audio files
- Detects transcription failures and retries automatically
- Validates scoring inputs to avoid crashes

2. **Logging**
- Logs all audio inputs, preprocessing steps, transcription outputs, and scores
- Provides timestamps for each step
- Stores logs in `/logs/` directory for audit and review

3. **Notifications**
- Optional email or console alerts for critical errors
- Helps developers quickly identify and resolve issues

---

{% include gsoc_project.ext %}