Bug Report | shared context between students

Description

An issue was reported during testing. The generated plan received by a student matched the plan generated from a shared guide (used by most students), instead of the personalized support plan based on that student’s specific objectives.

This suggests that there may be:

• either a context management issue in OpenTutorAI,
• or an LLM cache/memory issue causing reuse of shared context.

Expected Behavior

Each student should receive a personalized plan based only on:

• their own objectives specified during support creation,
• and their individual context.

Observed Behavior

The system generated a generic/shared plan similar to the one produced from the common guide shared among students.

Possible Causes

• Context leakage between sessions/users.
• Improper conversation isolation.
• LLM cache reuse.
• Shared guide/context being prioritized over user-specific context.