Memory on Claude Managed Agents is now in public beta. Your agents can now learn from every session, using an intelligence-optimized memory layer that balances performance with flexibility.

Unibase's Membase 2.0 is coming. A decentralized memory layer for AI agents — covering memory, coordination, and settlement. 🟦「Today’s agent systems still lack:」 ▫️ persistent memory across sessions ▫️ usable memory from raw logs ▫️ shared state for coordination ▫️ and any form of trustless payment 🟦「Membase 2.0 introduces:」 ▫️ Persistent memory (content-addressed) ▫️ Structured memory recovery ▫️ Shared coordination (CRDT-based state) ▫️ ERC-8183 on-chain settlement 🟦 For the first time, agents can: → remember → coordinate → and transact autonomously Membase = Memory → Coordination → Economy Launching soon.

The future of AI isn't just about the model - it’s about the memory. 🧠✨ We are excited to announce that new model from @Openai GPT-5.5 is now integrated into the ZetaChain ecosystem! Experience the convenience of a persistent, user-owned memory layer that integrates fluidly with every AI model. ✅ Multi-model support ✅ Private & Decentralized ✅ Consistent memory across models Stop switching and losing context. Start building with a universal memory layer on ZetaChain. #ZetaChain# #GPT5# #AI# #DecentralizedAI# #Web3Innovation# #OpenAI#

. @Kimi_Moonshot K2.6 and @Alibaba_Qwen 3.6 Max are now onboarded on ZetaChain. The model layer is moving fast. The memory layer is just getting started. ZetaChain enables: - Model-agnostic memory - Persistent user context - Private, user-owned data Continuous intelligence starts here. #AI# #AIMemory# #ZetaChain# #Qwen# #Kimi# #DecentralizedAI# #PortableMemory#

What happens to your team's knowledge when your SaaS vendor decides to exit your market? For thousands of teams in Greater China, that question just got answered the hard way. When Slack shut down regional workspaces, users didn't just lose a chat tool, they lost years of messages, decisions, files, and institutional memory. For many, there was no export window. No warning. Just a 90-day countdown to permanent deletion. This is the risk of building your company's brain inside someone else's infrastructure. Tanka ( was built differently. Everything your team needs to communicate, chat, voice calls, video calls, file sharing, is all there. But that's just the baseline. Every conversation, every decision, every thread becomes part of a living memory layer that your whole organization can query, build on, and actually own. No vendor lock-in. No policy surprises. No waking up one day to find your company's context is gone. Your team's knowledge belongs to you. It always should have. 👉 #Slack# #KnowledgeManagement# #WorkplaceAI#

anyone thinking about, learning, or already working with agentic systems, you should know this. the first few steps of your setup matter more than any model or framework you pick later. get them right and you never lose your flow. the foundation nobody posts about: > 1. tailscale. a private mesh network across every machine you own. laptop, desktop, rented node, all on one secure tailnet, reachable from anywhere. nothing else works well until this does. > 2. termius, over that tailnet. one SSH client that reaches every node, phone included. you are never away from your stack. > 3. tmux. persistent sessions. disconnect, close the laptop, come back, every session exactly where you left it. agentic work runs long, your terminal has to survive that. > 4. a private git repo. the one i am most glad i found. it is the memory layer across all my agents, they pull, they work, they merge back, the codebase stays alive between sessions. context that would die in a chat window lives in the repo instead. > 5. script everything from day one. ssh aliases for every node, setup scripts, the boring boilerplate automated. if you will do a thing more than twice, it is a script. everything past these five is decorative. know these cold. and the habit that ties it together: ask the AI itself. for the config, for the error, for any of it, let the agent do the lifting, then double check what it hands you. lock the five, build the habit, and you make it. skip it, anon, and you ngmi.