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💡 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 time

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Lydia Hallie ✨

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73,609 görüntüleme • 3 ay önce •via X (Twitter)

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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: 🧵/
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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: 🧵/

Cline

64,644 görüntüleme • 1 yıl önce

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 Research
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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 Research

Icarus

49,199 görüntüleme • 7 ay önce

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 ⭣
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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 ⭣

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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 →
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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 →

Google Cloud Tech

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

Dudes Posting Their W’s

413,094 görüntüleme • 2 ay önce

~ 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.
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~ 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.

Kat ⊷ the Poet Engineer

281,367 görüntüleme • 5 ay önce

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 information
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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 information

0xMarioNawfal

40,382 görüntüleme • 2 ay önce

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

Kaylee

15,337 görüntüleme • 3 ay önce

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 gg
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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 gg

Machina

341,797 görüntüleme • 7 ay önce

You never know the value of the moment until it becomes a memory
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You never know the value of the moment until it becomes a memory

定

92,145 görüntüleme • 6 ay önce

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

vibelyra 🦢

14,710 görüntüleme • 9 ay önce

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.
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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.

Luc

33,796 görüntüleme • 2 ay önce

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 ⭣
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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 ⭣

Lummox

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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.
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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.

HOW THINGS WORK

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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.
0:11

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.

🚨 AI News | TestingCatalog

420,834 görüntüleme • 5 ay önce

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 topics
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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 topics

Grok

875,798 görüntüleme • 1 ay önce