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• Use clear MP3 classroom recordings with minimal background noise.
• The final production output must include the original vocals attached to the rendered whiteboard MP4.
• Mathematics lessons should include spoken steps so the writing can synchronize with the explanation.
• For live API processing, deploy the Docker stack with FastAPI, workers, Redis, PostgreSQL, and S3-compatible storage.