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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

Lydia Hallie ✨

109,262 subscribers

71,472 views • 2 months ago •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: 🧵/

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 views • 1 year ago

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

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

49,013 views • 5 months ago

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.

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

31,199 views • 1 month ago

The next breakthrough for robot VLMs isn’t a bigger model 🧠 it’s memory. RAL accepted ✅ We show that a robot can ground a VLM using its own real-world experience, not extra training. EXPTEACH/PRAGMABOT = self-generated memory + closed-loop reflection: Fail → diagnose → replan → succeed → store experience Next time → retrieve the right experience → succeed in one shot Results on real robot tasks: 36% → 84% with reflection (STM) 22% → 80% single-trial success with long-term memory (LTM+RAG) And yes, we saw tool use emerge without explicitly asking for it. If you’re fighting brittle “VLM plans” on hardware, this is for you. #AI #Robotics ANYbotics

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Haitham Bou Ammar

12,206 views • 7 months ago

And now this hits different. Thank you for the memory OT4 but it will never be the same again. It's time to finally put into rest.

And now this hits different. Thank you for the memory OT4 but it will never be the same again. It's time to finally put into rest.

deechoi🥀

31,403 views • 6 months ago

I built a 1-click deploy for Hermes Agent No terminal, no Docker, no API keys. In one click it: → Spins up a dedicated cloud container → Configures Hermes with persistent memory & 70+ skills → Connects it to your Telegram bot → Goes live in under 60 seconds Your own AI agent that learns, creates skills, and gets smarter the longer it runs. Reply "HERMES" + RT and I'll send you the link (must be following so I can DM)

I built a 1-click deploy for Hermes Agent No terminal, no Docker, no API keys. In one click it: → Spins up a dedicated cloud container → Configures Hermes with persistent memory & 70+ skills → Connects it to your Telegram bot → Goes live in under 60 seconds Your own AI agent that learns, creates skills, and gets smarter the longer it runs. Reply "HERMES" + RT and I'll send you the link (must be following so I can DM)

Chris

34,712 views • 5 months ago

There is finally an autonomous agent that is actually stable. If you liked OpenClaw but hated the bugs, you need to check this. It has persistent memory, doesn’t break, and integrates with 1000+ apps to handle your ops while you sleep. 1. Analyze what’s working across my X.

There is finally an autonomous agent that is actually stable. If you liked OpenClaw but hated the bugs, you need to check this. It has persistent memory, doesn’t break, and integrates with 1000+ apps to handle your ops while you sleep. 1. Analyze what’s working across my X.

Alvaro Cintas

106,156 views • 7 months ago

#AI doesn't run on algorithms alone. It runs on data. Your phone translates a menu with one camera point. Your car reacts to a hazard before you do. Your email suggests the perfect reply at a tap. Memory and storage make it happen. 👉 #IntelligenceAccelerated

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Micron Technology

26,718 views • 2 months ago

Someone told ClawdBot to build a 6-agent Polymarket trading system while they slept. 6 hours. Not a single question asked. Here’s what it built on its own: Monitoring agent — runs 24/7, spots mispriced markets, writes to memory, sends Telegram alerts instantly Research agent — parses news, X, and macro data every morning before you check your phone Trading agent — reads research memory and executes before the market catches up All on one Gateway, one config file, isolated per agent Copytrade → First week results: 47 mispriced markets captured before Polymarket adjusted 8–12¢ avg edge per position Token cost dropped 3×, from $0.40 → $0.13 per request The entire system is just plain .md text files. Change one line, the agent behaves differently. No deploy. No build. A BOT RESPONDS. AN AGENT EARNS. THIS IS WHAT AGENTIC TRADING ACTUALLY LOOKS LIKE.

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Discover

14,679 views • 6 months ago

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Early Access is NOW LIVE! 100 hand-picked users will get invites in the next 24 hours. You’ll be the first to test a universal AI memory that moves with you across agents and apps. One full week before the world sees it at KBW.

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Vanar

179,882 views • 1 year ago

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0xMarioNawfal

80,450 views • 6 months ago

Mediabunny has world-class video seeking across all file formats. On the left, VLC *trying* to seek through a .ts file, and it just kind of gives up. On the right, a player built with Mediabunny. It just works. Doesn't matter if it's in memory, on disk, or over the network.

Mediabunny has world-class video seeking across all file formats. On the left, VLC trying to seek through a .ts file, and it just kind of gives up. On the right, a player built with Mediabunny. It just works. Doesn't matter if it's in memory, on disk, or over the network.

Vanilagy

57,678 views • 8 months ago

i was scrolling thru ig & saw thv had already liked this even tho it was posted only an hr ago?? he really loves army vlogs THAT much. so as much as this became a special memory op will cherish forever it became a meaningful memory for taehyung too. AND THE CAPTION?? IM GONNA CRY

i was scrolling thru ig & saw thv had already liked this even tho it was posted only an hr ago?? he really loves army vlogs THAT much. so as much as this became a special memory op will cherish forever it became a meaningful memory for taehyung too. AND THE CAPTION?? IM GONNA CRY

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304,066 views • 9 months ago

💚Some quality-of-life updates in Trae: - You can now snooze Tab-Cue for a set duration ↓ - Cue is faster across the board. The response time is cut by 300ms - Reduced CPU and memory usage while running

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TRAE

10,098 views • 1 year ago

Since subscribers can now use their existing Grok credentials directly within the Hermes xai shipped grok-via-oauth for hermes. your grok sub works inside the agent now. so i hooked icarus up to it. when hermes finds a thread worth saving, it lands in my obsidian vault as a note. handle. pages, topic pages, backlinks. graph view fills itself out. icarus plugin for hermes agents is why my agent doesn't forget. memory is just markdown in a folder. you can read it, grep it, edit it. Congrats to Teknium 🪽 and Nous Research

Since subscribers can now use their existing Grok credentials directly within the Hermes xai shipped grok-via-oauth for hermes. your grok sub works inside the agent now. so i hooked icarus up to it. when hermes finds a thread worth saving, it lands in my obsidian vault as a note. handle. pages, topic pages, backlinks. graph view fills itself out. icarus plugin for hermes agents is why my agent doesn't forget. memory is just markdown in a folder. you can read it, grep it, edit it. Congrats to Teknium 🪽 and Nous Research

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14,681 views • 4 months ago

A great day at LEAP East 2026 at HKCEC building and connecting. Spent time at the Animoca Brands booth discussing Minds by Animoca Brands and the next wave of persistent AI agents. Think persistent AI agents with memory, identity, and on-chain wallets, that's what it was! For us at Rice Robotics, that's an exciting direction. As robots become more autonomous, they'll need persistent digital identities, long-term memory, and the ability to interact with both people and decentralized networks. Oh... and we had an insightful and in-depth discussion with someone pretty special and big 👀 More on that soon🤫

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21,472 views • 2 months ago

Wendy Ortiz wasn’t having it when a fan asked for her jersey at a soccer tournament. She told the fan she had to give it back, even though she didn’t actually have to, she just wanted to keep it as a memory 😳😭

Wendy Ortiz wasn’t having it when a fan asked for her jersey at a soccer tournament. She told the fan she had to give it back, even though she didn’t actually have to, she just wanted to keep it as a memory 😳😭

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851,252 views • 8 months ago

🚧 Tesla FSD v14.1 Lite Forgets About an Oncoming Car? Tesla AI Same spot as a previous video where FSD waited for a gap before passing a blocked lane. This time, it saw the oncoming car, but once it disappeared behind the trailer, FSD seemed to forget about it and proceeded as if the path was clear. I knew the car was still coming, so I disengaged. Do you think HW4 has a better memory?

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27,684 views • 25 days ago