For each project I work on, I keep one agent running 24/7 whose only job is to test the project as a real user, recording itself as its goes and coming up with feedback and issues
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This is what I want from my models. If I were running a frontier ai lab rn, I'd be trying to make the quirkiest model out there
what i appreciate about argon is this model keeps suprising me. it’s very over the top and gets ahead of itself, not being able to implement its grandiose plans.

it all doesn’t matter because it’s a fun collaborator and its unusual nature will help you unlock your own ideas.

in any case, my game now has volumetric erythrocyte subsurface scattering and realtime coagulation simulation.
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I'm now at the plate tectonics stage of scope creep for a terrain generator I'm building.
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We need a browser that lets you customize the UI with prompts the same way paseo and bb do
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Half baked idea: Monetize your harness.

Sometimes I wish I could just ask my coworker's harness some questions instead double-meat-proxying. Well what if you just left your harness open (in a magically secure way) for anybody to burn their own tokens in it.
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Replying to @stoxophone
If your harness is heavily fine tuned for something, maybe other people would be willing to pay a few fractions of a cent to burn there tokens in it as well
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Same. If AI progress stopped right here I'd be happy
i honestly don’t even need it
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Adam Stox retweeted
Replying to @hemaaanth
unfortunately some bad guys do make money. serial launchers (buy their own token first, sell within seconds), even with really simple strategies

0xa219 launched 484 tokens, made +$2.7M off buyers

0x1a9b launched 410 tokens, made +$1.7M off buyers

hundreds more of these
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Prototyped a new model picker last night
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Replying to @stoxophone
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Theres nothing like a new model on launch day ☺️
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Jev really feels like an AI transistor.

Its so cheap and so fast I expect to see it used as a foundational building block to build complex systems in the same way transistor are used to build computers or neurons for neural nets.
hear me out, has someone tried to create a neural network but the neurons are jev instances
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Adam Stox retweeted
The U.S. Treasury proposed rules under the GENIUS Act defining what it means to issue, offer, or sell a stablecoin in the US. They decide who needs a license and what can be sold in US markets.

A few things they establish:

– Crediting a customer's account is issuing (even if no ocated in the US" means where someone physically is, not where they live

– If your app lets users hold a balance and send it, you're classified as a digital asset service provider (DASP) and offer and sales rules apply to you

– You can face penalties up to $1M per violation without being the issuer, as a market maker or listing partner

– Airdrops and locked-up tokens are both still issuances

Exchanges, wallets, payments apps, custodians, issuers, and market makers each get different obligations.
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Adam Stox retweeted
______
| We’re hiring |
|______|
\ (•◡•) /
\ /
——
| |
|_ |_

Open roles:
Marketing lead
Growth engineer
Head of Marketing
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Fun Fact: The very first prototype I built for Compose was a "Universal ERC-20". A cross-chain erc20 token whose balance is tracked across chains. Spend on one chain and it's reflected on another.

The possibilities with Compose are endless!
Two months ago, 5-minute crypto markets didn't exist on Polymarket.

Today, short-duration crypto markets drive over $500M in weekly transaction volume, over 20% of the platform's total.

That category wasn't feasible before.

5-minute and 15-minute markets across 7 crypto assets arkets per day, each resolving onchain the moment it expires. That's not a manual job.

Bots drive 50%+ of the volume in these markets, viable only because settlement is near-instant.

Goldsky Compose automates these markets.

Compose is the framework for writing durable onchain operations in TypeScript. Wire a function to a trigger (cron, onchain event, HTTP call) and Compose handles the rest: wallets, gas, retries, state, execution traces across 100+ chains.

The same pattern repeats across onchain finance. Banks shipping stablecoin rails. Tokenized funds pricing 24/7. AI agents paying for API calls. In each case, the onchain part is 20% of the system. The other 80% is a backend that happens to have an asset attached.

Compose is for that backend.

Live today: goldsky.com/products/compo…
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Adam Stox retweeted
You can now trade on Polymarket’s 15-minute markets, built with Compose.

Bet-to-payout cycles are now instant: fully automated market creation, verified price feeds, and immediate resolution.

More instantly resolved markets coming.
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Need a few more hours in the day just to build all the ideas this enables
Every successful onchain app is built on vital offchain components that teams spend months to get right.

@Polymarket just launched instant 15 minute markets, built in just weeks.

It's powered by Compose: the framework handling painful onchain <> offchain interaction👇
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Adam Stox retweeted
Every successful onchain app is built on vital offchain components that teams spend months to get right.

@Polymarket just launched instant 15 minute markets, built in just weeks.

It's powered by Compose: the framework handling painful onchain <> offchain interaction👇
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You can just melt pewter in an old tuna can on a dollar store hot plate FYI
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Blank signet ring from wax to pewter
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