Snowflake X Beta Fund X Evermind Agent & Token Economy Hackathon
🛑 Every agent needs memory. Every agent consumes tokens. Build the infrastructure and economics that make intelligence scalable.
Token Economy in the AI Era
Every AI product runs on tokens. Every token has a price. But scalable agents need more than inference—they need persistent memory, context, and the ability to improve over time.
Building a demo is easy. Running an agent in production without going broke or forgetting the user is the actual work. Tokens are the P&L: compute is the market, models are the suppliers, and the enterprise buyer is asking one question: is this intelligence worth what it costs?
Snowflake sits at the intersection of enterprise data and AI execution: the world’s data cloud, Cortex Agents, and inference next to the data companies already use.
EverMind provides the memory infrastructure through EverOS, its open-source memory layer for AI agents. It enables agents to remember users, retain context across interactions, and become more useful over time.
This Week, every team is required to build with EverMind infrastructure. Projects should use EverOS as part of the agent’s memory, personalization, context, or learning layer, while leveraging Snowflake to build, operate, or analyze the token economy behind the product.
Build agents that remember. Build intelligence that is economically sustainable. Build systems that can actually scale.
🛠️ Join our Discord for credits, team formation, and support: Join Discord Server 1-2 Builders per team
📅 Schedule
9:00 AM Check-in & Breakfast
10:00 – 11:00 AM Opening Remarks and workshops from Snowflake, Beta Fund, Evermind, voice cursor and UpScaleX
11:00 AM Build
12:00 PM Lunch
1:00 PM Build
4:00 PM Hard submission deadline
4:00 – 5:00 PM Demos (3 min limit)
5:00 PM 🏆 Audience voting and award ceremony
Focus Tracks
💰 Track 1 · Cost of Intelligence Build anything that makes AI cheaper to run. Prompt caching, model routing, batch inference, context compression, spend dashboards. Show a real % cost reduction in the demo.
🏗️ Track 2 · Value of Intelligence Build an AI product with real willingness-to-pay. Consumer app, prosumer tool, or B2B feature. Show one paying user (or a clear path to $10 ARR per user).
🃏 Wildcard (Open Category) Anything else in the AI-token economy: agent budgeting, inference amortization, compute marketplaces, chargeback, model brokerage. Bring conviction.
🏆 Prizes and Bounties
1st $600 | 2nd $500 | 3rd $400
🎖️ 1-hour 1:1 brainstorm with UpScaleX + $200 cash for the standout team.
🤝 Featured Partners & Developer Perks
Snowflake — the world's data cloud. Perk: Cortex Agents access + Snowflake credits per attendee + engineering support from the Snowflake solutions team.
EverMind builds EverOS, the open-source memory layer for AI agents — the piece that lets an agent remember who it's working with and get better the more it's used. It's a natural fit for education, where learning compounds over time and the best support grows with the learner. Find our team on-site all day with EverOS credits, a quickstart, and engineers ready to help you build.
UpScaleX is a San Francisco & Palo Alto-based seed fund and founders’ community investing in AI-native applications, agentic economies, and vertical AI, built to empower the next generation of AI innovators.