Why Algo Traders Club Is Moving from Hyperliquid to Kalshi

We need to have an honest conversation with our community, and it starts with a confession: we love Hyperliquid.

The execution, the perps, the on-chain transparency, the whole ecosystem. It's a beautiful piece of engineering and we have nothing but respect for what they've built.

But we're moving the club to Kalshi prediction markets. Here's why.

The US Problem Is a Real Problem

Hyperliquid is geo-blocked and not accessible from the US. And here's the thing: the majority of our community lives in the US. That's not a small detail we can hand-wave away.

A trading community where most members can't actually use the platform isn't a community. It's a spectator sport.

We're not going to ask anybody to fire up a VPN to participate. We don't want to build a club whose entire foundation rests on routing around someone's terms of service. That's not a great place to put our members, and it's definitely not where we want to be when we start growing.

Building Should Be Fun, Not Nerve-Wracking

There's a particular kind of joy in building something without having to watch over your shoulder. When you're not worried about legality, you experiment more freely, you share more openly, and you actually enjoy the process. We want the club to feel like a workshop, not a back room.

Plainly: we want to operate fully in the clear. We want to build cool things, in public, with our real names attached, and sleep just fine at night.

That clarity also unlocks something we've been excited about: in-person events. When everything you're doing is fully above board, hosting meetups becomes easy. We'll have a Miami announcement soon. Hard to do that when half the activity lives in a legal gray zone.

Why Kalshi Specifically

Kalshi is a fully regulated US exchange, overseen by the CFTC as a designated contract market. That regulatory clarity is the entire point. Nothing to look over our shoulders about, nothing to explain to a skeptical relative at Thanksgiving.

We can just build.

People ask, why not Polymarket? Honest answer: it still sits in a gray area for US users, and we want assurance and certainty, not "probably fine." We'd rather plant the flag somewhere solid and pour our energy into building instead of monitoring our risk of being on the wrong side of a regulator's mood.

Prediction Markets Fit What We Want to Learn

Writing complex algorithms to trade perpetual futures is genuinely hard, and frankly it's a bit Wall Street. Funding rates, liquidation cascades, basis trades — perfect for a quant desk with a Bloomberg subscription. Not necessarily the most fun or accessible thing for a community of builders leveling up together.

Prediction markets are different. They're more approachable, more intuitive, and directly tied to the world around us.

You can build a position on sports, crypto, commodities, politics, the economy, the weather, you name it. When the World Cup, an election, or an FOMC meeting is happening, we automatically have something fresh and exciting to model, trade, and trade notes on.

The content never runs dry because the world never stops generating events.

And here's the part we're most excited about: working on predictions is actually fun, it's relevant, and it builds real data science skills.

Modeling probability distributions, parsing sentiment, building base-rate models from historical data, calibrating confidence — this is legitimate quantitative work disguised as a hobby.

We're Going All-In on Python

For now, we're setting aside smart contracts and EVM integration. No writing Solidity, no wrestling with on-chain settlement, no auditing contracts. That's a whole discipline of its own and it's not the skill set we're prioritizing right now.

Instead, we're going to become genuinely badass Python developers.

The stack we're building around — async API clients, WebSocket data streams, statistical modeling, risk management, LLM integration — is exactly the toolkit that transfers into data science, machine learning, and AI roles.

That matters. Even if you never make a dollar trading, the skills you sharpen in this club are the same ones that land AI-related jobs. You're building a portfolio while you build bots.

We think that's a much better deal than learning a niche on-chain stack with a narrower career payoff.

Getting Started Is Genuinely Easy

No VPN, no crypto wallet, no bridging funds across chains. Just:

1. Sign up for Kalshi.
2. Fund your account.
3. Grab your API keys.

That's it. You're ready to start building.

The Bottom Line

We want to build a strong community of algorithmic traders in the US, and we want to do it in the open, legally, and together.

Prediction markets are our starting line. The red eye is on. Let's build.

Not investment advice. Everything we share is for educational purposes. Trade responsibly and verify what's legal in your state.