Geeldid

99% of Pump.fun scripts are just blind execution. They have speed, but zero intelligence. I spent 2 years with no liquidity building tools and algorithms that outperform all of them. Heres my journey. 🧵 (1/8)

@anda765 @arceus_eth You should try different Models like DDQN, its the best for trading

@arceus_eth I already started vibecoding a trading bot, but lots of work needed

If you could build anything with vibe coding zero coding experience needed what would you build first ? let me know in comments 👇

@ken_w3b3 @0xDeviron Not entirely true

@0xDeviron Trading. Vibecoding won’t pay the bills.

Choose one skill to master right now: vibecoding or trading Which one are you choosing? I’d probably choose the second one

Now that i've come to the end of my journey, countless hours day and night, I am finally publishing my tools that got me to where I am now. Pump.fun is a battlefield where you are always at a disadvantage. These tools are designed for AI and vibe coders. (8/8)

I then perfected my model the using the skills I understood more than anything. I treated pump.fun as a video game, and created a playable environment for my DDQN model to train in a way we both can comprehend. The profit disguised as Ranks and Levels. (7/8)

99% of Pump.fun scripts are just blind execution. They have speed, but zero intelligence. I spent 2 years with no liquidity building tools and algorithms that outperform all of them. Heres my journey. 🧵 (1/8)

a moment of reflection by @somewhat_irked

@dumpdotfuns Nuh uh yall cant just do nothing then post an hourglass

They have no idea

LOOKING FOR COLLABORATION 🤝 Wanting to join in an honest #crypto project ✅ Send me a DM! 🤞

@crypto_bitlord7 Oh lawd

$XRP is worth $150B The $XRP meme market is worth less than $200m Do you understand what’s going to happen? (It’s going parabolic)

@Damondyor 1 quintillion, I stopped an asteroid from hitting the earth, still haven't gotten paid... :/

snack wraps xx.xx.2025

@WapOnSolana When ever you're ready bro

Wen launch

@barkmeta Did you lose money on solana?

$BTC is gold $ETH is silver $XRP is rocket fuel $SOL is trash

@kryptozeus @OceanXRP_ @barkmeta LOL have mercy

@OceanXRP_ @barkmeta it’s called engagement farming! he is making money off of X. it’s his only income.

We're launching a free meme on $XRP Time is running out ⌛️ Drop your $XRP wallet for an allocation👇