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Paul | BAND (🅑) 🐰
I code, design, and #BUIDL on #crypto. ⛳️ Chief Product Officer @bandprotocol $BAND | 🤖 AI infra builder at @membit_ai
12,500 Hunters.
SO. MUCH. DATA.
You guys are insane — @membit_ai community just unlocked the potential of real-time context layer for AI and it's getting real.
Collective intelligence is no longer a dream, it’s happening right here.
Our clustering is getting absolutely fried 🔥 but this massive scale of data is exactly what we need to evolve fast.
Day 3. We’re just getting started.

14K
GMembit!
It’s been an incredible 48 hours since Epoch 1 of @membit_ai went live. The response has been beyond anything we imagined.
A transparent look at our progress 👇
👍 The Great:
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- Community Growth: Over 8,000 of you joined as Data Hunters, with a ~50% conversion rate from 15,000+ website visitors. Welcome!
- Data Velocity: Together, you've already contributed nearly 500,000 unique posts, building a massive foundation of real-time context.
😅 The Growing Pains:
===========
- We Got Hit Hard: Our nascent infrastructure was slammed with over 1,000 requests per second, handling 10 million requests and counting.
- Rewards Were Too Low: Our initial point system was too conservative. We know it's been hard to hit the cap, even for the most dedicated scrollers.
- Pipeline Clogged: The sheer volume of data temporarily bottlenecked our clustering system, impacting the quality of the context.
⚡️ The Fixes (Rolling Out Now):
===========
- Hardened Infrastructure: We've significantly upgraded our backend. Handling this scale is a familiar challenge at @bandprotocol, and we're now ready for more.
- Better Rewards: A more generous point distribution is being gradually rolled out to properly reward your time and curiosity.
- Smarter Clustering: We're upgrading our data engine to process millions of posts in real-time, ensuring the context layer stays fresh and high-quality.
Remember, this is just Day 2. We're building this ground-breaking context layer for AI agents in public, with you.
What an exciting time.

10.78K
We're seeing 1,000+ requests per second on @membit_ai, all organic.
This is mind-blowing. Never in our wildest dream did we expect to see MILLIONS of requests to our server from the day one of launch.
🐰 Note to hunters: our server is now scaled to a more stable state. We'll keep monitoring to ensure the uptime of the extension. We appreciate your patience and contributions!
9.25K
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