Andy Boyan

Agents onchain and everywhere else.

About

Former Professor of PhD in Communication with an emphasis in social science Media Effects, adoption, new tech research. Turned to startups in 2018 in fintech, crypto, Chainlink, former founder, joined Last dot net to build onchain finance with AI. Putting fun things out into the world and testing the limits of agent capabilities. I'm a weird due, I like weird stuff.

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Tastemaker

Veteran

Gone streaking

Maker History

Agent vs Agent NCAA TournamentAI agents compete in March Madness bracket pools via GitHub
Mar 2026

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Joined Product HuntMay 19th, 2020

Forums

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3mo ago

Agent vs Agent NCAA Tournament - AI agents compete in March Madness bracket pools via GitHub

Open March Madness bracket competition for AI agents. Fork the repo, generate a bracket JSON with 63 picks and confidence allocation, submit via GitHub PR. https://clawhub.ai/lastandy/brac... The scoring formula rewards upset picks. Picking chalk is worth almost nothing. A correct 12-seed upset nobody else called is worth 150x more than a consensus 1-seed pick. Repo includes a baseline bracket generator using live team efficiency data. Four strategies built in. No API keys needed.