Thursday 05:06 the loop opens a PR. New lookup_squad endpoint, agent wiring, and a new standing rule: never answer a roster question from memory again. 41 tests pass. Merged 06:51.
Every lesson gets written into permanent memory. Tomorrow's runs start smarter than today's. That's the compounding.
You've watched us build Fantopy here for a few months. Quick recap for anyone new: at fantopy.ai you call the scorelines for all 104 World Cup games and climb the leaderboard against your friends.
The twist I keep talking about: you get an AI manager. Text it, or literally CALL it. A voice call, like phoning your assistant coach. It knows the fixtures, the form, the squads. It argues your picks. You make the calls.
5,185 managers signed up with 28K scorelines called. 289 in the last 24h. Group stage is live and compounding.
Picks take 2 minutes, the agent's free to talk to, and yes, you can ring it about Palmer or Camavinga.
Who's lifting the trophy? Drop your pick below.
(This whole thing runs on self-improving AI loops. I'll break that down this week.)
By Thursday 6am our agent had a live roster tool: the full player pool, 2,491 across the 58 nations in contention, so it knows exactly who made each final 26 and who got cut.
Built, tested, shipped overnight by another AI, straight from that user's complaint. One medium can't fix it. The other already did.
Somewhere out there, someone is convinced they know exactly how these World Cup matches will end.
🇵🇹 Portugal vs DR Congo 🇨🇩
🇬🇧 England vs Croatia 🇭🇷
🇬🇭 Ghana vs Panama 🇵🇦
🇺🇿 Uzbekistan vs Colombia 🇨🇴
What's your prediction? 👀
Ask your AI manager for a second opinion. Beat your friends.
Fantopy.ai



