Valx Sports Betting NBA data intake · Status
Sports Betting — Cloudflare Report

Status

Where we are, what’s working, and what must be true before we scale external data capture and begin real backtests.

Current phase

Phase 3: Truth-layer POC stabilization + report surface.

We have a working end-to-end sample pull (schedule + box + optional PBP) writing to SQLite. Current hardening focus is making re-runs and larger pulls reliable.

Readiness gates (what “done” looks like)

  1. Idempotent ingest: safe re-run without collisions.
  2. Multi-date backfill: run a week or month of dates without manual babysitting.
  3. Odds snapshot ingestion: capture sportsbook lines/odds with timestamps and market identifiers.
  4. Backtest harness: replay historical games + historical lines and score EV/CLV.

Next up

  • Finalize PBP idempotency patch confirmation on a clean DB
  • Decide odds/props provider and schema for market snapshots
  • Implement external ingestion tool (resumable backfills)