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B1-4 live-route validation: continuation bands re-emit the same stable AI id for response_areas/boundaries/layout (not just questions), causing duplicate-pkey insert failures. Add _dedupe_rows_by_id applied to all four tables in _refresh_ai_rows. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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FastAPI + Python 3.12 backend for Classroom Copilot — auth, document processing, transcription sessions, LLM integration, Supabase-backed
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