Review & appeals (local)

TutorBot stores session and appeal logs on the machine running the app (not in the browser).

On many cloud hosts the filesystem is ephemeral: set TUTORBOT_DATA_DIR to a persistent volume or sync these files to your own analytics pipeline.

Optional env TUTORBOT_MATH_BUFFER_LLM=true uses a non-streaming tutor reply for maths-shaped turns, then discards digits in risky cases (see chat route).

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