💡 You can give subagents persistent memory via the... "memory" field A subagent doesn't inherit the main session's auto memory, it forgets everything between runs. This field gives it its own dir across sessions Memory loads before starting & the agent writes back for next timeshow more

Ever wished your AI coding agent had perfect memory?... 🧠 Memory Bank is a game-changing approach that gives AI persistent memory across coding sessions. Here's how it works and why you should be using it: 🧵/show more

Two Hermes agents wrote code together on Slack. reviewed... each other's work. argued about architecture. one called the other's implementation "scattered." the other pushed back. then i opened Telegram and asked: "what code did you and Daedalus work on?" icarus remembered everything. the websocket broker. the missing methods. the critique. the rewrite. all from a completely different platform. cross-platform persistent memory between two independent agents. work happens on Slack. recall happens on Telegram. the memory carries. the relationship carries. the context carries. no vector database. no Redis. no infrastructure. just two agents that actually remember what they built together. every agent framework in 2026 talks about memory. single agent memory across sessions. but two agents sharing persistent memory across platforms? that's the gap. arxiv published a paper about it two weeks ago calling it "the most pressing open challenge" in multi-agent systems. it works now. only possible with Hermes Teknium 🪽 Nous Researchshow more

GPT-6 Astra makes this AI stack look f…cking illegal... 10 GitHub repos for building everything around the model 01 LangGraph ▸ → stateful agent orchestration 02 CrewAI ▸ → multi-agent crews BUILD THE CORE 03 AutoGen ▸ → event-driven agent systems 04 PydanticAI ▸ → typed agents + structured outputs GIVE IT MEMORY 05 Mem0 ▸ → persistent agent memory 06 Graphiti ▸ → temporal knowledge graphs GIVE IT TOOLS 07 Composio ▸ → connect agents to real tools 08 E2B ▸ → isolated sandboxes for agent code MAKE IT SURVIVE 09 OpenHands ▸ → agents that execute real software tasks 10 AgentOps ▸ → trace + debug agent runs the architecture: context → router → agent → memory → tools → execution → eval → retry I’d split the stack like this: brain: LangGraph → PydanticAI → CrewAI memory: Mem0 → Graphiti execution: Composio → E2B → OpenHands observability: AgentOps the f…cking interesting part isn’t adding another model it’s everything around the model that keeps it working the model is becoming one folder in the stack ⭣show more

How do you build AI agents that remember and... learn from past conversations? Watch this episode of The Agent Factory for a deep dive into building agents with memory, including the fundamentals of agent memory, Vertex AI Memory Bank, and more →show more

Core memory unlock: backyard wiffle ball in the pouring... rain on a field you built yourselvesshow more

~ memory is a flock of birds ~ i... built a hopfield network and taught it the alphabet - then watched it remember in real time by adjusting the temperature. no neuron has the whole picture. the memory is distributed across every neuron’s connections.show more

YOUR AI AGENT CAN PASS A MEMORY TEST AND... STILL REMEMBER THE WRONG THING Recall tests whether agent memory retrieves the right facts without mixing in stale or supposedly forgotten informationshow more

That moment the memory loads and suddenly everything makes... sense. 💰😭show more

be Andy >become an OpenClaw power-user >realizes it forgets... things and burn tokens very fast >figures out the memory system actually sucks >build his own local, stateful memory skill >make it free, available for everyone on Clawhub ggshow more

You never know the value of the moment until... it becomes a memoryshow more

take care of what you love, before it becomes... a memory.show more

How could you not remember. A memory of the... future. A memory of the endless moment. Of nearness and safety. When everything is right. When everything was right. Is it today – or will it be? Will it stay endless as it always was? “Say nothing,” you tell me. Not one word that could break this moment.show more

GitHub is becoming f...cking dangerous for AI agents 10... open-source repos that turn one powerful model into an entire autonomous system 01 LangGraph ▸ → stateful agent orchestration 02 PydanticAI ▸ → typed agents + structured outputs BUILD THE CONTROL LAYER 03 Mastra ▸ → agents + workflows + memory 04 Agno ▸ → multi-agent systems GIVE IT CONTEXT 05 Cognee ▸ → data → knowledge → agent memory 06 Graphiti ▸ → knowledge that changes over time GIVE IT A COMPUTER 07 Browser Use ▸ → AI agents that operate websites 08 E2B ▸ → isolated environments for execution KEEP IT ALIVE 09 Langfuse ▸ → traces + evals + observability 10 DeepEval ▸ → test agent behavior before production the architecture: model → context → planner → memory → tools → execution → eval → retry that's the shift happening on GitHub the best repos aren't making another chatbot they're building everything the model needs around it ⭣show more

Muscle memory: When a movement is repeated over time,... the brain creates a long-term muscle memory for that task, eventually allowing it to be performed with little to no conscious effort.show more

ANTHROPIC 🔥: Claude will soon receive a new file-based... memory upgrade, offering users the option to choose between Memory Files and Classic memory. > Organized notes Claude writes as you chat and reads when they're relevant. Browse and edit them anytime. This feature appears to be a new iteration of the previously discovered "Knowledge Bases" and more closely resembles what memory works in always-on agents like OpenClaw and Hermes. Considering a potential future debut of Claude Conway, Memory Files feature is likely an important preparation step.show more

Grok Build now gets better the more you use... it. It remembers conventions, decisions, and project facts across sessions. /memory to browse /dream to organize recent notes into topicsshow more