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The design for moving the one thing that still needs a database off Postgres, and for the 429 that discovery turned up on the way. `routes/progress.py` has been able to keep a signed-in reader's progress since it was written and has never run in production. The table was only ever created by `initialize_database()` at boot, boot-time DDL went away when the API became a Vercel function, and the Supabase project it would have lived in no longer answers. The spec puts progress in the `LearnPracticeWorkData` spreadsheet, behind an Apps Script web app — chosen over a service account because `LockService` gives the read-modify-write merge a real mutex, and because it keeps a Google private key out of a function bundle already tuned against a 225 MB ceiling. Only the Google `sub` is stored; email is dropped, since a spreadsheet has no row level security. It also records what the investigation found: with `DATABASE_URL` set and the database unreachable, the AI buckets are `when_unavailable="refuse"`, so every AI request comes back 429 — a refusal that reads to a visitor exactly like an exhausted quota. Verified against production. The quota moves to Redis, which is what `api_rate_limits` was emulating in SQL anyway. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
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