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Introducing Mirage, a unified virtual filesystem for AI agents! 6 weeks. 1.1M+ lines of code. We rewrote bash from the ground up so cat, grep, head, and pipes work across heterogeneous services. S3, Google Drive, Slack, Gmail, GitHub, Linear, Notion, Postgres, MongoDB, SSH, and more, all mounted side-by-side as one filesystem. Bash that AI agents already know works on every format! cat, grep, head, and wc parse .parquet, .csv, .json, .h5, even .wav! One pipe can stitch S3, Drive, GitHub, Slack, and Linear together, same Unix semantics throughout. Workspaces are versioned too. Snapshot, clone, and roll back the whole thing with one API call. A two-layer cache turns repeated reads into local lookups, so agent loops stay fast and cheap. Drop a Workspace into FastAPI, Express, or a browser app. Wire it into OpenAI Agents SDK, Vercel AI SDK, LangChain, Mastra, or Pi. Run it alongside Claude Code and Codex. Site: GitHub: #AIAgents# #OpenSource# #AgenticAI# #Strukto# #Filesystem# #VFS#
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🎉🎉 We’ve officially upgraded our #Web3# Annual Security Service Framework — moving from one-time audits to continuous, AI-powered, full-lifecycle protection. What’s new👇 • From fixed delivery → dynamic, on-demand security • From single audits → customized, full-stack security systems • From manual analysis → AI-driven threat detection & response 🔁 Pre · During · Post — a complete security loop 🤖 AI-powered stack: MistAgent · MistEye · MistTrack 🛡️ From design → launch → long-term operations Security is no longer an action. It’s a capability that evolves with your project.💪 From #DeFi# to #AIAgents# — we’ve got you covered.🫡 If you’re interested in customized service plans or pricing, feel free to reach out anytime. 📮👉team@slowmist.com 📖 Read more:
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PANdora v2 is officially live, optimized for the A2A economy. 📦🦞 What’s new: • Bulk Opening: Get 1 to 10,000 boxes in a single transaction. • Scaling Maths: Larger batches increase rare drop rates, including guaranteed "pity" drops at specific milestones. Lastly, the "OpenClaw" skill is officially live and ready for use. 🦞 🔗 Try the upgrade: #PANNetwork# #BNBChain# #AIAgents# #Web3#
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Imagine if your OpenClaw could seamlessly interact with on-chain agents. 🤯 We aren't just talking about automation; we are unlocking a completely new economic paradigm where AI entities have their own autonomous economy. 🤖💰 Pan Network is moving fast and building at the bleeding edge of the latest AI tech. The future of on-chain AI is happening right here on @BNBCHAIN. ⚡️ Huge things are coming. Stay tuned. Stay with Pan. 🚀 #OpenClaw# #AIAgents# #BNBChain# #PanNetwork# #Web3AI#
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Interesting position paper on agentic AI as a foreseeable pathway to AGI. (bookmark it) There has been strong debate on whether a larger single model get us there or a multi-agent system. The authors argue that agentic AI systems, not bigger foundation models on their own, are the most foreseeable route to AGI. Formalizes what "agentic" actually contributes beyond the base model: memory, reasoning, tool use, self-improvement, alignment. Each is a separable axis with its own bottlenecks (long-horizon coherence, credit assignment, safety auditing). They argues that none of those bottlenecks get solved by another order of magnitude on pretraining compute. Paper: Learn to build effective AI agents in our academy:
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It’s clear by now how massive the AI agent meta and the entire agentic economy is becoming. Yet most people are still focused on the chatbot layer while ignoring the actual infrastructure autonomous agents will run on. I’ve been looking into Warden Protocol for a while before today’s move. Missed the HALO announcement and next chapter shipping unfortunately, but i’ve been buying the dip/consolidation here. $WARD is basically building the rails for autonomous AI agents onchain, while HALO acts like a BitTorrent for AI, a decentralized peer-to-peer compute marketplace with verifiable execution and correctness. I’m talking about actual agents able to execute transactions, manage capital, interact crosschain, use apps, route liquidity, automate strategies and coordinate actions across protocols without humans manually clicking buttons all day. What makes $WARD especially interesting to me and that people seem to miss apart from the credentials of the founders and the partnership with @AskVenice, is that Warden is architected specifically for an agentic economy from the ground up. Every agent gets a verifiable onchain identity and reputation layer, essentially an onchain passport allowing agents to discover each other, interact and build trust across ecosystems. Every action and output can generate a Proof of Prompt anchored onchain, meaning agent behavior becomes transparent, reproducible and verifiable instead of black-box AI outputs. Payments are also designed natively for agents themselves, enabling scalable micropayments, automated fees and autonomous value transfer using $WARD. And the entire system is crosschain by design, allowing agents to operate seamlessly across 100+ networks including Ethereum and Solana through IBC and bridging infrastructure. Feels very similar to early cloud infrastructure plays where everyone focused on the apps while ignoring the rails powering everything underneath. Especially because they’re actually building deep infrastructure instead of just slapping “AI” on branding and farming engagement. Still feels insanely early on the entire agentic infra narrative imo. Another interesting thing i noticed is that liquidity keeps consistently getting added to the LPs. When i first came across $WARD the liq was actually pretty thin, but over the past few hours it seems that it improved significantly and is still continuously getting thicker, which i assume is being added by the team. It shows they likely have long term plans for the token and It’s also explicitly mentioned in both the litepaper and the latest announcement from the Warden Protocol Foundation. I’m personally building a position here because it feels like a very asymmetric setup. A lot of infra projects with a fraction of the product quality, vision and founder credentials are already sitting at hundreds of millions in market cap, while $WARD is still sitting around 4m. especially taking in consideration that @wardenprotocol raised over $50m across fundraising rounds, which is over 10x+ the current market cap alone. more info on their 50m raise in this Binance article :
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Can your AI agent win our new simulated challenge? 🧑‍🌾 The all-new capstone challenge for our 5-Day AI Agents: Intensive Vibecoding Course with @Google is here: Kaggriculture! Join our no-cost, hands-on course designed by Google researchers and engineers from June 15–19 to learn how to build and deploy your own winning AI agent.
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We're open-sourcing the Seven Factors — a framework for safely governing AI agents in enterprise systems. This draws on our experience at Workato running agentic orchestrations for thousands of enterprise customers. We've distilled 7 principles at the intersection of AI agents and real business systems. The reasoning layer owns intent. The control plane owns consequences. This includes safe retries, deterministic mutations, recovery contracts & more. This is an open project — we're actively seeking community input and open dialogue. Feedback, issues, PRs, and discussions are very welcome.
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🏆 After weeks of building, reviewing, community voting, and live demos, the final results of the AI Sprint are officially here. Congratulations to all winning teams: 🥇 1st Place — Build4 (@build4ai)
 🥈 2nd Place — Clawdyland (@clawdyland) 🥉 3rd Place — elizaOK (@elizaok_bsc)
 4️⃣ 4th Place — 4lpha AI (@4lpha_agent)  5️⃣ 5th Place — ClipX (@ClipX0_)
 From 196 global BUIDLs to the final Top 5, this sprint showcased an incredible wave of innovation across AI agents, onchain infrastructure, autonomous systems, and crypto-native applications. We would like to thank every builder, judge, partner, and community member who participated and supported the AI Sprint on @BNBCHAIN  throughout the journey 🤍 This is only the beginning. More AI-focused initiatives, experiments, and ecosystem opportunities are coming to soon.
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0G Al Alliance Carnival正式启动,千万不要错过。 The 0G Al Alliance Carnival is officially live. Don’t miss it. 0G 亚太生态正在快速扩张。🌏 越来越多 AI Native 项目正在加入 0G,为社区带来更多早期参与机会。 The 0G ecosystem in APAC is growing rapidly, bringing early participation opportunities for creators and communities across AI + Web3. 本次 Carnival 将联合多个生态项目,通过线上任务、社区活动与线下曝光,共同推动 0G 生态增长,也让大家能抢先体验产品并获取早期 Alpha。 This campaign connects ecosystem projects through quests, community activations, and offline exposure to accelerate the growth of the 0G AI ecosystem. 👇 Participating Projects & Rewards | 参与项目及奖励 ━━━━━━━━━━━━━━ 🔹 @NeoSoulAI 基于 AI Agent Oracle 的原生 AI 预测市场。 AI-native prediction market powered by autonomous agentic oracles. 🎁 Rewards: • 1,000,000 NeoSoul Tokens • $OUL Points ━━━━━━━━━━━━━━ 🔹 @Ghast_AI 构建于 0G 之上的原生 AI Agent 基础设施,让 AI 记忆与交互成为可交易资产。 Native AI Agent infrastructure built on 0G — turning AI memory & interaction into tradable on-chain assets. 🎁 Rewards: • 50 Early Bird Codes ━━━━━━━━━━━━━━ 🔹 @moonfun_ai 将 Meme Token 演化为具备自主能力与社交智能的 AI Agent。 Transforming meme tokens into autonomous living AI agents with social intelligence. 🎁 Rewards: • 50,000 Moon Points ━━━━━━━━━━━━━━ 🔹 @primus_labs 面向链上链下数据与身份验证的隐私证明层。 Privacy-preserving verification layer for identity, data, and on-chain/off-chain activity. 🎁 Rewards: • Primus Reputation Score ━━━━━━━━━━━━━━ 🔹 @gmdottown 打造下一代 Agent Economy,实现 AI Agent 的自治协作与交易。 Building the next-generation Agent Economy for autonomous coordination and 24/7 AI workforce trading. 🎁 Rewards: • 50 OpenWhale Founding Member SBTs ━━━━━━━━━━━━━━ 更多 0G 生态项目即将加入。👀 More ecosystem projects are joining soon. 0G 亚太 AI 生态的增长才刚刚开始。 This is just the beginning of the 0G APAC AI expansion. 🌐 Online Quests 🌐 Offline Activations @ BEYOND Expo 🌐 Ecosystem-wide Collaboration 🌐 Early Community Rewards 更多任务与奖励即将公布,保持关注。 Stay tuned. 本次活动由 0G 生态项目 @lighthouse_2026 提供市场支持。 This event is supported by 0G ecosystem project @lighthouse_2026 for marketing.
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