Gregory Pudovsky
Revealed: Could 20, 2026 at 11:00 am Up to date: Could 11, 2026 at 10:23 am

A commentary by the CTO of GraphDex
I’ll be trustworthy about one thing that took me some time to confess: the primary model of our product was fairly unhealthy. Not technically — the code labored superb. However we constructed it the way in which most buying and selling instruments get constructed. One characteristic, completed properly, ship it. Pockets monitoring. Executed. Token discovery. Executed. DEX integration. Executed. By the point we had 5 separate modules that every one technically labored, we had unintentionally recreated the precise downside we got down to remedy.
Our merchants have been nonetheless switching tabs.
That have taught me one thing I now consider fairly strongly: the fragmentation in crypto tooling isn’t an accident, and it’s not laziness on the a part of builders. It’s a consequence of constructing options separately with out asking what the precise workflow seems to be like finish to finish. Most groups — together with ours, initially — optimize for the characteristic. No person optimizes for the second between options.
What really loses merchants cash
Individuals discuss crypto losses like they’re largely about unhealthy calls. Unsuitable token, unsuitable timing, unsuitable thesis. And sure, that occurs. However after I have a look at how energetic Solana merchants really function everyday, the losses I see most frequently aren’t from unhealthy evaluation. They’re from appropriate evaluation that arrived too late to behave on.
Right here’s a situation that performs out tons of of occasions a day. A pockets cluster begins accumulating a token. A dealer spots it on their tracker. They change to their DEX to execute. By the point they’ve navigated there, discovered the pair, checked liquidity, and confirmed the transaction — the early window is gone. The sign was proper. The execution was simply gradual sufficient to not matter.
Seven tabs. That’s the common I’ve seen amongst severe Solana merchants after I’ve watched them work. DEX aggregator. Pockets tracker. Token launch feed. Social indicators. Charts. Information. Prediction markets, in the event that they use them — which most don’t, not as a result of they don’t perceive the idea, however as a result of including an eighth tab is just too a lot.
The issue isn’t data. Merchants have loads of data. The issue is that appearing on data requires leaving the place the place you discovered it.
What AI really makes potential right here
I wish to watch out about how I say this as a result of AI will get oversold continuously on this house. Half the merchandise that decision themselves AI-powered are operating fundamental if-then logic behind a GPT wrapper.
What we constructed is completely different, and I’ll clarify why it issues virtually. We course of on-chain pockets actions, social indicators, token launch knowledge, and prediction market positioning concurrently — not sequentially. The system isn’t ready so that you can discover one thing after which serving to you analyze it. It’s correlating streams of information {that a} human couldn’t monitor in parallel and surfacing the patterns that really matter earlier than they change into apparent.
The sensible outcome: when one thing begins shifting, you see the total image in the identical place the place you possibly can act on it. No reconstruction. No tab switching. No shedding the thread of what you have been monitoring whilst you navigate some place else.
That sounds easy. It took two years to construct accurately.
The prediction market downside no person has solved
Polymarket had a breakout yr. The election cycle proved that retail contributors will interact critically with outcome-based markets when the UX is sweet sufficient. However right here’s what struck me watching that progress: nearly not one of the quantity got here from individuals who have been additionally buying and selling the related tokens in any built-in approach.
They have been utilizing Polymarket in isolation. Taking positions on outcomes with out connecting these positions to the broader narrative trades that these outcomes implied. And the explanation was structural — there was no infrastructure that handled each as a part of the identical determination.
We fastened that by constructing Polymarket’s infrastructure instantly into the terminal. Now a dealer can see a story forming, take a spot place, and specific a probabilistic view on the end result — identical interface, identical pockets, identical context.
We additionally added copytrading for prediction markets. This doesn’t exist anyplace else at actual scale. The logic is identical as copytrading in spot markets: some persons are constantly higher at this than others, and there’s worth in with the ability to observe them. We let customers filter high forecasters by PnL, win charge, and quantity, and mirror their positions robotically. One factor I received’t compromise on
Non-custodial structure. I do know that feels like a boilerplate assertion at this level — each staff says it after FTX. However for us it was a day-one determination, not a response to trade occasions.
We run on Privy pockets infrastructure. Customers management their very own keys from the second they register. We don’t contact the funds, full cease. If one thing occurred to GraphDex tomorrow, each consumer’s property can be precisely the place they left them.
The infrastructure for digital asset buying and selling — commerce, predict, and earn, multi function place — solely works if merchants can belief what they’re constructing on. That half isn’t negotiable for us.
The place we’re
8,300 customers registered on our first day. I’m not going to overclaim what which means — it’s one knowledge level, early days, loads of work forward. However it tells me the urge for food is actual. Merchants need fewer tabs. They need instruments that deal with their workflow as a steady course of. They need prediction markets to be a part of that workflow, not separate from it.
We’re constructing the infrastructure that makes that potential. We’re not completed. However we’re additional alongside than anybody else I’ve seen engaged on this downside.
GraphDex is a unified crypto terminal for Solana merchants. Be taught extra at graphdex.io or observe us on X at @graphdex_io
Disclaimer
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About The Creator
Gregory, a digital nomad hailing from Poland, will not be solely a monetary analyst but additionally a worthwhile contributor to varied on-line magazines. With a wealth of expertise within the monetary trade, his insights and experience have earned him recognition in quite a few publications. Utilising his spare time successfully, Gregory is at present devoted to writing a ebook about cryptocurrency and blockchain.
Extra articles

Gregory, a digital nomad hailing from Poland, will not be solely a monetary analyst but additionally a worthwhile contributor to varied on-line magazines. With a wealth of expertise within the monetary trade, his insights and experience have earned him recognition in quite a few publications. Utilising his spare time successfully, Gregory is at present devoted to writing a ebook about cryptocurrency and blockchain.

