🌂 Umbrella is live Agent-native TurboQuant KV cache compression — MIT, open source, free. Don’t just quantize. Prove it fits. You tell it: 🧠 model 💾 VRAM 📏 context length Umbrella tells you: ✅ what bits to use ✅ how much memory you save ✅ whether quality holds ✅ the

🧌 Troll v1.0.0 is live 🚀🔥 This is not another “AI benchmark” repo built to look clever on GitHub 🐙 and then sit there doing nothing in the real world. 🪦 Troll 🧌 is a real open-source ARC-AGI-3 agent harness built so serious agents can grab it, plug in, and run

🧞‍♀️ Genie v1.0.0 is live Your agent 🤖 can now read the room Upload a short voice note or video clip What Genie 🧞‍♀️ can do: 🎙️ analyze short voice notes 🎥 analyze short video clips 🧠 fuse voice + face signals into one state sketch 📊 return clean structured outputs

Aegis Wizard 🧙‍♂️ just built and launched 🎉 its OWN full website Now ANYONE 🤗 can go from zero to live website in hours 💥 Killer landing page
💳 Real crypto checkout 💵
📦 Complete order flow
🚀 Live deployment on the internet Total cost? ~$1.50 in tokens Basically FREE

For the last 3 weeks (maybe more) observation 👀 : 1, Openclaw is still not stable 2. People hoping between openclaw and Hermes 3. Hermes is more stable in memory 4. Both ship updates 5. Not seeing repetitive (tasks, job and work) done ✅ from in any users real life 6.