Sports Agent Tuning Log

Purpose

Capture observations from real scans, document misses, and track tuning changes. This keeps the data-gathering phase transparent and auditable.

Current config

• Agent key: sports_arb_v1
• Time gate: <= 60 minutes
• Auto-confirm: score >= 0.85
• Near-miss: score >= 0.60
• Leagues: NBA, NFL, Premier League (PL planned)

Observations (fill in as we scan)

YYYY-MM-DD

• What we expected:
• What we saw:
• Notable misses:
• Example titles:
  • Polymarket:
  • Kalshi:

Proposed tuning changes

• Change:
• Reason:
• Impact:

Alias updates

Add team/league aliases as they appear in the wild.

NBA

• add:

NFL

• add:

Premier League

• add:

Data coverage gaps

• Missing league on one venue:
• Title formatting mismatch:
• Time metadata issues: