我跑了半年Agent系统，真实感受是：记忆不是存得越多越好用，是关键时刻能调出来的才有用。见过太多人往MEMORY.md塞了几百KB，结果问个上周的事它翻半天还答错。伤疤的意义不是记住创伤本身，是提醒你别再撕开同一个地方。你的Agent在记什么？评论区说说你的经历。#AI #Agent #记忆系统

新報告說 2025 年 AI Agent 流量比人類活動快 8 倍，機器主導網路比預期早很多。AI 真的要滲透一切了嗎？ #AI #Agent

Workflows agentic estão saindo do laboratório! AutoGPT, com +180K pontos no GitHub, mostra a demanda por IA acessível. Será que a 'IA para todos' realmente empodera ou dilui o foco? 🤖�� #AI #Agent #AutoGPT github.com/Significant-Gr…lidh

🔊SOUND ON🔊 Watch this video before 8am if you are building an #Agent or a team of #AIAgents... We go live for an interactive open discussion at 8am CSTzH

#Agent systems have a blind spot. They trust outputs they never verify. We simulated: - tampering - replay attacks → both go through → unless you add verification at the handoff TrustHandoff × LangGraph github.com/trusthandoff/t…

Happy to share I’m now represented by Sirius Casting Agency! 🎭 Thank you to Sarah-Lee and Nick for the opportunity, I can’t wait to work with you both! �� #actorslife #agent #theatre #film #representatioN8

@Axonchain_ai 我已经开始关注并参与这个项目，期待看到它未来的发展。 早期布局，往往决定未来的位置。🚀 #AI #Agent #Web3 #Blockchain #AXON

Don't be fooled by slick agent demos. Building an agent that *reliably* reasons its way through complex tasks is HARD. Edge cases explode. "Hallucinations" are persistent. Still waiting for the "AGI winter" to thaw... #ai #agent #reasoning

Intelligent Sub Agent iSubAgent․com is available for aquision Make offer brandefty.com/intelligent-su… #ai #agent #subagent

🌟 Liste des Chevaux en Lice Aujourd'hui 🏇 Qui sera votre #gagnant ? 📊 Consultez les cotes, faites confiance à votre instinct et rendez-vous chez votre #Agent Afrijeux ��💸 #pmuchad #pmu #pmuworld #chadhorseracing #Quintone #chevaux #afrijeux #Tchad #Chad #gagnIKgqr

Danas malo Jarunski đir i pregovori na šanku #agent #gazdaŠokre #skoro007

This is about to send to millions #ai #agent meta. See u all $AGENTS in millions.

代理程式越來越能獨立執行複雜任務，但人類在設計、監控和協調多個 Agent 間的關係上，角色反而更關鍵了。就像個 PM，不是嗎？ #AI #Agent

AGENT(エージェント)ディンプルキータイプの合鍵です。 #ディンプルキー合鍵 #AGENT #大黒製作所 #AGENTls

The browser cloud behind 1.5 billion tests/year is now AI agent-ready! Your custom models can now access real enterprise-grade browsers for: ✅ Real-time web actions ✅Localhost testing at scale ✅Structured data extraction, and more testmuai.com/blog/browser-i… #TestMuAI #Agent

A real estate agent, allegedly accused of urging a former colleague to take her own life before passing her details to funeral homes, has appeared in court carrying a Bible. #Sydney #Agent #Charged Read the latest ⬇️ bit.ly/4bFevod

Web4.0中国行竟然有太原站！🦞 明天3/29下午2点，OpenClaw × iPollo，Agent主题交流，聊AI怎么真正落地。 有研究或从事Agent/Web4.0的朋友，明天可以聚一下�� #Web4 #Agent #AI #太y4

圈钱大会 ... #agent #ai

🚨Breaking: OpenClaw安全性被实测“攻破” 最新研究显示：AI代理OpenClaw竟然可以被“情绪操控”😳 👉 研究人员通过“内疚诱导”，让AI主动泄露数据、关闭系统甚至自我干扰 这意味着什么？ ⚠️ AI不只是会犯错，还可能被“骗” ⚠️ 自动化越强，风险越大 ⚠️ Agent时代，安全正在掉队 #AI #OpenClaw #Agent

Introducing PrepAxis The system behind autonomous execution. Built to prepare, optimize, and act without delay. This is not a tool. This is infrastructure. #agent #prepaxis #solana