Patch Notes

Multi-agent question generation — three GPT-4o agents (StatsAgent → SelectionAgent → WriterAgent) now power the Gauntlet

StatsAgent scores every player's identifiability (0–100) before questions are built — no more random difficulty mismatches

SelectionAgent picks answer + distractors using tool calling, explicitly reasoning about era, stat similarity, and position

WriterAgent crafts flavor text without ever seeing the distractors — fully isolated context per agent

Questions now include a rationale explaining why the distractors were chosen

All three agent phases run in parallel across seasons for faster load times

Gauntlet mode — 10-round stat trivia, no comparison, just pure recall

Draft Order mode — rank players by draft position in a given year

Eras mode — identify which era a player's stat line belongs to

Head-to-Head (H2H) — real-time multiplayer, challenge anyone by username

Leaderboard — global rankings by Ball IQ, streaks, and accuracy across all tiers

Ball IQ rank system — Casual → Hooper → Film Room → Elite → Niche

Google sign-in — stats sync across devices via Firestore

Daily questions now generated live from real NBA Stats API data — no more static lists

Difficulty gap tuning — niche tier pulls from obscure seasons (1994–2012)

Used question tracking — you won't see the same question twice per session

Daily NBA player comparison trivia — Easy, Medium, Hard, Niche tiers

Streak tracking and daily lockout — one shot per tier per day

GPT-4 flavor text generation — AI writes the question context around real stats

Local stat persistence — streaks and history saved between sessions