Ashley Cribb

Life long learner. Ph.D. student at Boise State University in Ed Tech. Gamer and Futurist.

[Ashley Cribb @ashecribb]

@Manu_Sisti Claude

[Ashley Cribb @ashecribb]

@codewithimanshu cash

[Himanshu Kumar @codewithimanshu]

Met my girlfriend's parents for the first time.

Her dad asked what I do for work. I said I build trading systems.

He said like Wall Street?

I said no. It is open-source. Anyone can see how it works.

He laughed. So you are gambling with open-source code?

I did not argue. I opened my laptop.

One wallet I was tracking made $2.4M in March alone. Another traded $36M in volume. One more turned $35K into $442K.

His face changed.

That is not gambling. That is math?

Exactly.

Then I showed him the repos. All public. All free.

First one: github/warproxxx/poly_data

Every trade ever made. 86M+ trades. Free to download. Snapshot saves 2+ days of research.

Second one: github/warproxxx/poly-maker

Market making bot. Both sides of the book. Gas optimized. Google Sheets execution layer.

Third one: github/pselamy/insider-tracker

ML plus heuristics. Flagged that $35K to $442K wallet before anyone noticed.

Her dad went quiet. Then he asked can my son run this?

Her mom asked for the setup guide.

Most people think you need a finance degree or a hedge fund.

You do not. You just need to read the code and start.

I built the entire framework for using these repos:

How to clone and deploy poly_data locally
How to connect poly-maker to your wallet
How to run insider-tracker ML models
How to backtest before going live
How to start with $200 and scale

The system uses public code. Finds proven strategies. Executes before the crowd catches up.

No secrets. No paywalls. Just GitHub and execution.

You only need Claude + device + 1 hour per day.

Giving this free for 24 hours.

To get it:

1. Comment the word Cash
2. Like and retweet this
3. Follow me @codewithimanshu so I can DM you

Save this post. Clone the repos this week. Start with $200. Scale on evidence.

[Ashley Cribb @ashecribb]

@AlfieJCarter 'Agents'

[Ashley Cribb @ashecribb]

@omarsar0 Really appreciate your research.

[Ashley Cribb @ashecribb]

@omarsar0 I have also been experimenting with splitting context and content just as the human brain records a memory. So this makes sense.

[Ashley Cribb @ashecribb]

@punkpeye I love what you are doing Frank

[Bright Bolt Community @BrightBoltComm]

June 28th! We'll be running a game night with @AmericanLegion Post 1 in Raleigh, NC.

@EEli_X, @TN_Shinblade & @SirKuray will be in attendance, looking forward to having a great time & also we got drops enabled 😎

Save the date! See you in chat 👊

[Ashley Cribb @ashecribb]

@elonmusk Test passed

[Ashley Cribb @ashecribb]

Today begins a new chapter for Home Schooling. The Young Talons non profit organization we are introducing Talons Campus. This is just the beginning of our plan that will eventually lead to a DAO and other plans.

https://t.co/aL0TmBdTxT

[Ashley Cribb @ashecribb]

@MushtaqBilalPhD Mostly agree but even though it's open source there are biased fundamentals that are in the model. I wish @realDonaldTrump would let us build an open source LLM and SLM that is truly transparent and open source.

[Ashley Cribb @ashecribb]

@meedotfun invite code?

[Elon Musk @elonmusk]

Please post a bit more positive, beautiful or informative content on this platform

[Ashley Cribb @ashecribb]

@godofprompt AI

[Ashley Cribb @ashecribb]

@hosun_chung @MavenFederalCU

[Ashley Cribb @ashecribb]

@JamesOKeefeIII @dogwoodblooms

[Ashley Cribb @ashecribb]

@godofprompt Prompt

[Ashley Cribb @ashecribb]

@0xDesigner 🙋

[Ashley Cribb @ashecribb]

@EurekaLabsAI The most important is the training of a model that understands pedagogy and how humans learn.

[Ashley Cribb @ashecribb]

@yellowpantherx Think of NPCs that can think as actual characters in the storyline. Your gameplay is not the same and scripted. It's all based on your interactions with the AI actors.