Hack In The Box

This is insanely cool architecture. Just starred the repo! ⭐ We are actually completely aligned on the need for a consensus/validation layer for agent memory. Treating agent state like a distributed ledger to prevent "memory drift" is brilliant. We're exploring some similar concepts for the validation layer in ByteRover. We are actually open-sourcing the CLI early next week, would absolutely love to get your eyes on it when it drops, and maybe even collaborate on some consensus ideas! 🤝

Part 4 of my (S)AGE 'journey' :) #sage #AI #memory @dhillon.andrew/i-gave-claude-governed-memory-heres-what-changed-992cfa984926" target="_blank" rel="nofollow noopener">medium.com/@dhillon.andre…

LevelUp CTF is now fully (S)AGE-ified! 9 pipeline agents now SHARE knowledge through SAGE's consensus-validated memory layer, so every challenge they generate makes the next one a little bit better. A truly evolving and adaptive Capture The Flag platform! #AI #CTF #sage

@Cypherpunk2140 @mem0ai l33tdawg.github.io/sage/ A new player has entered the game...

@omarsar0 Please take a look at the papers in here github.com/l33tdawg/sage/

@kevingu Have you tried this? l33tdawg.github.io/sage/

Due to the ongoing situation in the Middle East affecting key partners for #OOTB2026JKT, the event has been postponed to Q4 2026. The venue remains the same — new dates will be announced soon. Stay tuned!

@ihtesham2005 @msmakhlouf Think you'd like this @dhillon.andrew/i-built-memory-infrastructure-for-ai-agents-and-they-started-learning-on-their-own-81825f96f985" target="_blank" rel="nofollow noopener">medium.com/@dhillon.andre…

#sage version 3.6 is out and I can't call it lite anymore as it's now essentially (S)AGE FULL GUI 🎉 Try it out (thanks @gadaix for the nagging reminder that old people need gui 🤣) l33tdawg.github.io/sage

@tqbf Check out @l33tdawg's work x.com/l33tdawg/statu…

(S)AGE Lite version 3.0 is out and it's a BIG update. - Agent registry - Redeployment orchestrator - 9-phase state machine with per-phase rollback - Domain-level read/write access control with visual matrix and more... l33tdawg.github.io/sage/ #AI #sage #memories

@MatthewBerman Deploy this with it bro l33tdawg.github.io/sage/

Part 3 of my (S)AGE journey... Part 4 this weekend; the final chapter in what has been an epic adventure of what happens when you truly see how much further curiosity can go... @dhillon.andrew/i-built-memory-infrastructure-for-ai-agents-and-they-started-learning-on-their-own-81825f96f985" target="_blank" rel="nofollow noopener">medium.com/@dhillon.andre… #sage cc @41414141

Morning everyone - Do take a look at the 4 white papers, and full code, SDK, etc available at github.com/l33tdawg/sage/ This is NOT an API or a library - it’s an INFRASTRUCTURE memory layer for agents.

Just pushed a major (S)AGE update - l33tdawg.github.io/sage/ #AI #memory #architecture #layer #bft #consensus #governance #privacy

Uhhhh... guys....

Longitudinal Learning in Governed Multi-Agent Systems: How Institutional Memory Improves Agent Performance Over Time - zenodo.org/records/188885… cc @DarioAmodei @sama @demishassabis @lexfridman @kaifulee @karpathy @ylecun @drfeifei #AI #ArtificialIntelligence