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Roneira AI HIFI Launch Task

Objective

  • Ship the root src/ Next.js application and the ml/ FastAPI service as the only active production surfaces.
  • Replace dashboard mocks with live data, persistence, audit logging, and artifact-backed ML inference.

Canonical Paths

  • Frontend / fullstack: src/
  • ML backend: ml/
  • Database migrations: supabase/
  • Legacy reference only: frontend/, backend/, ml-service/

Current Priorities

  1. Align deployment and environment config with the root Next.js + ml/ architecture.
  2. Wire normalized market, search, news, and prediction APIs behind Next.js route handlers.
  3. Replace page-level mocks with React Query hooks and Supabase-backed data flows.
  4. Fix ML test regressions and switch LSTM/GAN to artifact-backed startup loading.
  5. Add launch verification: npm run type-check, npm run test:web, npm run build, python -m pytest ml/tests -q.

Guardrails

  • Treat audit_log as append-only.
  • Do not store volatile market prices in Supabase.
  • Keep FastAPI private behind Next.js API routes.
  • Use Twelve Data first for quote/history where supported, with yfinance fallback through ml/.
  • Keep launch auth on Supabase email/password only.