Things are moving fast 👀
New tabs already added…
https://t.co/M90p5WIM9P the new home of Kttyworld
Pay attention. You don’t want to miss what’s unfolding 🚀
🚨48 HOURS TO GO 🚨
Our website is about to reopen… and everything is coming under one roof 👀
To celebrate, we’ve just LEVELLED UP the RONHUB raffle 💰
Prize pool now OVER $20,000
https://t.co/ns2TvlTQxH
You now have a chance to win TWO PSA GEM MINT 10 PIKACHUS ⚡⚡
This is BIG. Stay ready. 🚀
A lot is coming… and it’s coming soon
• Website reopening
• Dispatch Missions update
• New Open season
• In-game MATs marketplace
• Reputation points allocation breakdown
• KTTY Companion & TAMERS reputation lockup for APP token
• Massive RonHub update
• 3D Game update
And don’t forget… the raffle is about to get even bigger and juicier 👀🔥
The wait is almost over…
In less than 14 days, Dispatch Missions are making their return
Start getting your teams ready your KTTY companions might just influence the outcome and the drops you receive 🐱✨
Things are about to get interesting.
More details soon.
Some projects go quiet because they’re planning their exit.
Others go quiet because of what’s coming next.
The kind of move that changes the game.
Are you watching? 👀
3/ RONHUB🔵
The @Ronin_Network RONHUB now features a cleaner layout with some new analytics!🛠️
The RONHUB is published by @Kttyworld, it can breakdown the Ronin Gaming Economy showing who is performing in the ecosystem with its analytic dashboard.📈
https://t.co/IeZEP5TdeP
Gm Gm..
I’ve built and shipped machine learning systems in production, not just models.
Both in large-scale Solana game analytics and ML-Powered Churn Prediction https://t.co/uHgIyV7QFo and in my latest build, https://t.co/e0rFnKvhoR.
And one thing has been consistent every time:
The model was never the hard part.
On https://t.co/yle4ryf6K4, ML only works because the system around it works.
Before touching any model, I designed the full data pipeline:
• Raw onchain ingestion
• Cross-sector normalization
• Deterministic feature generation
• Aggressive caching and monitoring
• Reproducible transformations
That same structure came from my earlier Solana games work, where I processed 60M+ transactions and built churn prediction and behavior forecasting directly into the pipeline.
No notebooks running in isolation.
No manual experiments.
No “rerun and hope”.
Data flows in.
Features are created automatically.
Models retrain on schedule.
Predictions are evaluated continuously.
Failures are visible immediately.
At that point, model choice becomes secondary.
What actually matters is:
• Can the pipeline survive scale?
• Can you detect drift early?
• Can you swap models without breaking the product?
• Can teams trust the outputs?
That’s how ML exists inside RonHub today.
Not as a headline feature.
But as an internal system that strengthens health scoring, behavior analysis, and ecosystem monitoring on Ronin.
This is why I don’t think in terms of “building models” anymore.
I build systems where models are expected to change.
Model building is table stakes now.
Owning the system around it is where leverage compounds.
If you’re serious about ML, learn how to design pipelines first.
Models will follow.
@KttyLabs is a really fire 🔥
• Ronmillio | Alieo pop up there
• This Ronhub tool is really great
• I hope Ronin add our "Ronin Blue Ape"
Keep building @Ronin_Network !
GIVEAWAY TIME
We’re giving away a NULL KTTY Companion, including all of its belongings 👀✨
That also means a Golden Ticket 🎟️
The draw is coming up very soon for a $2,500 prize pool 💰
To enter:
❤️ Like
🔁 Repost
💬 Comment what you love most about the Ronin ecosystem
Good luck and stay ready 👀🚀
⚡ Pokémon fans this one’s for you ⚡
https://t.co/FSE7ICeVlc just revealed its new logo, born from our recent competition…
but that’s not even the big news 👀
We’ve officially launched our raffle for a PSA 10 Pikachu XY-P Promo Card (Japanese, Mint) 🟡✨
Valued at $16,000+
🎟️ Entry is just $2
One ticket could land you an all-time collectible.
https://t.co/ns2TvlTQxH
Good luck this one’s special 🔥
Indie Game Spotlight: Ktty World
@Kttyworld is building an open-world pet adventure game with social and competitive elements.
• Explore and battle
• Fish, farm, and cook for resources
• Raise, train, and breed KTTYs
Stay updated on the game's development by joining their Discord 👇
⚡ PONCHO PIKACHU RAYQUAZA RAFFLE ⚡
👉 ENTER HERE:
https://t.co/ns2TvlTQxH
🚨 KTTYWORLD RAFFLE UPDATE 🚨
The prize has just been UPGRADED and it’s now EVEN BIGGER 👀🔥
The card. The upside. All levelled up.
This is shaping up to be one of the biggest raffles on Ronin to date.
You seriously don’t want to miss this one.
Get in while you can. This one’s special. 🖤
Today marks our 1 year anniversary in the Ronin ecosystem 🎉
What a year it’s been.
Highs, lows, lessons, and a lot of building and we’re still here because of you, our community. Out of so many projects that launched during Open Ronin, we’re proud to be one of the few still standing, and that’s 100% thanks to the support we’ve received along the way.
🕑 Today at 2PM UTC
Join us in Discord for:
🎁 Fun giveaways
🎮 Games
❤️ A big thank you to everyone who’s been part of the journey
And that’s not all…
Today we’re also kicking off one of our biggest raffles ever 👀
Featuring an amazing graded Pokémon slab
More details coming soon 👀🔥
This is just the beginning. Thank you for believing in us 🫶
⏰ 1 MORE DAY ⏰
Tomorrow we celebrate together.
Jump into the Discord celebration party for a chance to win tons of prizes 🎁🔥
Let’s show up. Let’s show out.
Show them what a year it’s been and that we’re still here