Ruuj

locked in on AI agents & LLMs, building quant systems onchain.

[Ruuj @RuOnChain1]

Most quant systems find the signal. The best ones build the infrastructure that manages it.

Here is the complete build. https://t.co/ljapJPBZPh

[Ruuj @RuOnChain1]

@SJosephBurns Table says it all, those are the outstanding performances.

But did you guys notice maximum returns are in the most riskiest times like in 2000 and 07,08…

[Ruuj @RuOnChain1]

@RaoulGMI Totally agreed intelligence is getting cheaper, and in the bigger picture everyone is working to make it cost efficient

[Ruuj @RuOnChain1]

@thejayden Man you cooked with this article, 9 bot architecture is crazy

[Ruuj @RuOnChain1]

@RohOnChain Nautilus traders is once if the finest open source repo in quant community roan

[Ruuj @RuOnChain1]

built a full trading agent system on top of NautilusTrader, explained the whole thing from scratch

agents write proposals, a gate filters bad ones out, the engine runs the test and code computes the results.

here’s what that system looks like:

[Ruuj @RuOnChain1]

The complete playbook for running a quant desk in 2026: tools, stack and the structure that keep you alive. https://t.co/OQ9NJnAWDb

[Ruuj @RuOnChain1]

@undefinedKi Must have line in claude .md file to flag hallucinations

[Ruuj @RuOnChain1]

@velesxbt Interesting research veles

[Ruuj @RuOnChain1]

@RohOnChain @SatOnchain World monitor with grok bot is pretty interesting roan

[Ruuj @RuOnChain1]

@Av1dlive Grok bot setups are very easy and this turn out to be a helpful one man

[Ruuj @RuOnChain1]

@MAXdeg0 Running such Local models is actually interesting

[Ruuj @RuOnChain1]

@RohOnChain For sure, share the results with us roan

[Ruuj @RuOnChain1]

a friend just built a full trading strategy pipeline using AI agents and put the prompt out for free.

five agent roles. six strategy families. truncation tests, stress tests, multiple-testing adjustments.

this is what institutional-level strategy research looks like when agents run it

[Ruuj @RuOnChain1]

The complete playbook for running a quant desk in 2026: tools, stack and the structure that keep you alive. https://t.co/OQ9NJnAWDb

[Ruuj @RuOnChain1]

@sairahul1 Genrative UI is cooked

[Ruuj @RuOnChain1]

@RitOnchain Super simulator Venus

[Ruuj @RuOnChain1]

@Av1dlive Good prompting guide for REA

[Ruuj @RuOnChain1]

@RohOnChain Looks good, need to check this out.

[Ruuj @RuOnChain1]

@He1s_Sammy Amazing prompt to start building.

[Ruuj @RuOnChain1]

@hanakoxbt A great way to build Quant research team for indie quant

[Ruuj @RuOnChain1]

@MAXdeg0 Looks crazy good max, will play together sometime ;)

[Ruuj @RuOnChain1]

@Av1dlive Just 7 grok bots covering it all is insane