Enrich the trenches. We build tools that let you play the game behind the game.
Joined March 2026
- Tweets17
- Following3
- Followers313
- Likes21
Enrich retweeted
XLens updated added.
Type your @ → it fetches your real recent posts and audits them against X's open-source algorithm; the actual ranking code X published, which we extracted rule by rule.
What you get:
- Algorithm alignment score (0–100) for your profile
-Your posts graded: what it earned or lost under the real weights (a reply = 10x a like, a copy-link share = 40x, one report = −468 likes)
-Your weakest post rewritten in your voice, algorithm-aligned
- The enforcement rules your content is triggering, engagement bait, link penalties, the "hidden from non-followers" pattern
- A personalized posting plan built on what already works for you
- Every claim links to the exact file + line in xai-org/x-algorithm.
Enrich.fun/xlens
I just built "XLens" using X's open-sourced algorithm.
It's 500,000+ lines of Rust, Scala and JAX across 26 production services. That's a lot to read!
XLens make all the information in the algo easier to digest and gives you better direction on how you can use it to grow your account.
Type your topic → get a content plan built on the ACTUAL ranking weights:
・a reply is worth 10x a like
・a copy-link share is worth 40x
・one report erases ~468 likes
・your post dies after exactly 48 hours
That's a few examples^
Every claim is cited to the exact file + line of code for verification.
Working on this next: Soon you’ll be able to drop in your X username, and Xlens will give you an in-depth analysis of your account, 100% grounded in X’s open-source code.
Enjoy :)
enrich.fun/xlens
github.com/Enrichdotfun/xlen…
Enrich retweeted
I just built "XLens" using X's open-sourced algorithm.
It's 500,000+ lines of Rust, Scala and JAX across 26 production services. That's a lot to read!
XLens make all the information in the algo easier to digest and gives you better direction on how you can use it to grow your account.
Type your topic → get a content plan built on the ACTUAL ranking weights:
・a reply is worth 10x a like
・a copy-link share is worth 40x
・one report erases ~468 likes
・your post dies after exactly 48 hours
That's a few examples^
Every claim is cited to the exact file + line of code for verification.
Working on this next: Soon you’ll be able to drop in your X username, and Xlens will give you an in-depth analysis of your account, 100% grounded in X’s open-source code.
Enjoy :)
enrich.fun/xlens
github.com/Enrichdotfun/xlen…
Enrich retweeted
Tools I build aren't for everyone.
The knowledge gap becomes obvious the moment you open enrich.fun
For example, how many people actually know how to use a bundler to launch a token on Pump.fun with coordinated multi wallet launch automation? (Mine is open source, by the way.)
github.com/Enrichdotfun/Lily…
Enrich retweeted
Find as many bugs as you can.
bullscan.fun
Ill pay you if you find a bug that's worth a fix. DM ME ONLY.
Enrich retweeted
Made to separate the Bulls from farmers, extractors, ruggers and more.
We've already analyzed: 700,000+ coins 130,000+ rugs 100,000+ wallets (this list grows in real time)
The result (so far): Every token now comes with real context about who actually holds it.
Memecoins are made up of different types of traders: bundlers, extractors, ruggers, scalpers, nukers, farmers, and BULLS.
Our system watches every wallet trading on Pump fun 24/7, classifies them based on consistent on-chain behavior, and lets you instantly see which of those wallets are holding your token.
We don't label wallets based on one-off events. We study patterns over time. Nuke one token? That doesn't make you a nuker. Farm one launch? That doesn't make you a farmer.
Our classifications are based on repeated behavior, not isolated transactions.
Tools like rugcheckxyz and Bubble Maps are primitive tools and they have been solved.
Bullscan shows the behavioral patterns. - This has never been done before.
Without Bullscan, you'd have to manually inspect every top holder, trace wallet history, and still end up with a fraction of the context, usually after it's already too late. Bullscan does it instantly.
Our database grows every minute. Every rug, every farm, every recurring behavior makes our models smarter. Bad actors can create new wallets, but they can't hide their patterns for long.
The moment those patterns emerge, they're added to the database. This is the next evolution of on-chain intelligence.
Notes:
1: Our database is expanding every day. Coverage will continue improving, and over the next 30 days we expect to identify the vast majority of active trading wallets.
2: Grading wallet behavior gets better over time.
Enrich retweeted
Two things in the pipeline for today.
1: Further improve grading and pattern recognition for each wallet. - Solana
2: Robinhood smart wallet tracking. We are currently tracking and grading all wallets that have traded on Robinhood in the last 7 days.
The result will give us a huge complete list of good wallets that have been trading well on Robinhood.
This bug has been fixed.
I have added a grading score which shows the confidence level of our pattern recognition.
High 100 means we have irrefutable evidence that this wallet is characterized correctly.
All the evidence is also shown and its fully auditable.
Please note, we are close to being a complete app, everything you see gets better over time!
Bullscan is a real-time on-chain analytics platform for Pump.fun that classifies wallets based on behavior patterns, not isolated transactions. Instead of just showing who holds a token, it tells you what kind of traders those holders are, such as ruggers, farmers, scalpers, bundlers, nukers, extractors, or long-term holders.
By indexing every Pump.fun trade 24/7 and continuously analyzing wallet activity, Bullscan helps traders quickly assess the quality of a token's holder base, identify repeat bad actors, and make more informed trading decisions without manually investigating hundreds of wallets.
Try it now! bullscan.fun
We’re launching our next tool today.
Over the past few months, we’ve analyzed and graded 713,570 coins and 112,323 wallets, building one of the largest datasets of on-chain wallet behavior.
Now we're putting that data to work.
For the first time, you’ll be able to perform in-depth holder analysis on any coin and instantly understand who actually owns it.
See how many holders are:
Smart wallets
Farmers
Ruggers
Bundlers
Stop relying on holder counts alone. Understand the quality of a project's holders, identify hidden risks, and spot opportunities before everyone else.
Going live in a few hours.
Enrich retweeted
Lily #2 app demo is live.
Our site will not feature real execution simply cuz google will flag our domain if we ask you for real wallets.
Real execution will be available through the opensource build that I will deploy shortly
Try the demo here: enrich.fun/lilylauncher/app/
Im still polishing it up. But im just so excited, what you all to see what it is asap.
$LILY second tool progress so far.
The most powerful Pumpfun Token deployer on chain!
Launch any mode (bot, usdc, charity), auto assign creator rewards or add bounties before going live.
Create a real simulation of how your wallets acquire the supply and rotate.
The playground feature allows you to create "algo flows" for your wallets.
You choose what each wallet does, and the wallet does exactly that.
You get to paint the chart before even executing.
You get to see how your launch will happen before it actually happens.
No more guess work.
Truly there's never been an app that gives you so much control over how you can deploy coins.
Way ahead of its time.
Enrich retweeted
$LILY second tool progress so far.
The most powerful Pumpfun Token deployer on chain!
Launch any mode (bot, usdc, charity), auto assign creator rewards or add bounties before going live.
Create a real simulation of how your wallets acquire the supply and rotate.
The playground feature allows you to create "algo flows" for your wallets.
You choose what each wallet does, and the wallet does exactly that.
You get to paint the chart before even executing.
You get to see how your launch will happen before it actually happens.
No more guess work.
Truly there's never been an app that gives you so much control over how you can deploy coins.
Way ahead of its time.
Your Algo trading bot needs coins to buy.
"Lily" provides you with just that.
Note: Lily is one of the many tools that Enrich.fun is enriching the trenches with.
Stay tuned for more.
Enrich retweeted
The roadmap for @enrichfun has changed slightly.
That's partly due to the fact i need more time to test out the main tool.
While I test, I will be releasing multiple things I have built over the years.
Lets get the ball rolling.
Lets enrich the trenches. 🤝