How to build AI agents from scratch (9 steps): 1. Purpose & scope 2. I/O schemas 3. System instructions 4. Reasoning + tools 5. Multi-agent orchestration 6. Memory & context 7. Multimodal 8. Structured outputs 9. UI / API Ship agents that do work, not just talk.
TOOLS
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Hermes Agent Visually Explained: OS for AI Work
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Hermes Agent Visually Explained (Operating System for AI work). https://t.co/zMKpSJachS pic.twitter.com/84NWaiiXks
— Shubham Saboo (@Saboo_Shubham_) 1 juin 2026Hermes Agent Visually Explained (Operating System for AI work).
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Fleet APAC agents gain new computer use capability
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Fleet APAC agents just unlocked a new major capability: computer use!
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LFM2.5-8B-A1B running as local Blender assistant demo
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LFM2.5-8B-A1B running as a Blender assistant locally. Beautiful demo! https://t.co/uTZB3zOgrn
— Maxime Labonne (@maximelabonne) 1 juin 2026LFM2.5-8B-A1B running as a Blender assistant locally. Beautiful demo!
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DellTechWorld 2026: H2O.ai CEO and Dell CTO discuss AI scaling, governance, cost
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At #DellTechWorld 2026, http://
H2O.ai Founder & CEO @srisatish joined @DellTech
' CTO Satish Iyer and @theCUBEto discuss what it takes to operationalize AI at scale — from infrastructure and governance to cost control, sovereignty, and real-world business outcomes. -
Demucs produced at FAIR-Paris by @honualx
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Demucs was produced at FAIR-Paris by @honualx and collaborators.
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Agents need memory before tools, not expensive goldfish
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We gave agents tools before we gave them memory.
— God of Prompt (@godofprompt) 1 juin 2026
That was backwards.
Now they can browse, code, email, book meetings, hit APIs…
…but still wake up tomorrow with no idea what they learned yesterday.
That is not an agent stack. That is a very expensive goldfish with… https://t.co/k1DqTtViOb pic.twitter.com/vH1kBgbqNtWe gave agents tools before we gave them memory. That was backwards. Now they can browse, code, email, book meetings, hit APIs… …but still wake up tomorrow with no idea what they learned yesterday. That is not an agent stack. That is a very expensive goldfish with
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Codex working nonstop since 11am, feels like an AI employee
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I launched Codex on a goal at 11am, it's 5pm and it's still working. I've never felt so strongly the feeling of having an AI working for me. Like, it's doing a normal workday right now. I'm working on something else while it…
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Microsoft’s Open-Source AI Tool Makes BI Obsolete, Eliminating Expensive Seats and Steep Learning Curves
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Microsoft made BI tools obsolete with one open-source AI visualization tool.
— AlphaSignal AI (@AlphaSignalAI) 1 juin 2026
Most analytics tools lock you into expensive seats and steep learning curves.
Charts require SQL, transformations require code, dashboards require a specialist.
Microsoft Research just open-sourced… pic.twitter.com/UIvqfVYBpqMicrosoft made BI tools obsolete with one open-source AI visualization tool. Most analytics tools lock you into expensive seats and steep learning curves. Charts require SQL, transformations require code, dashboards require a specialist. Microsoft Research just open-sourced
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How to set up LangSmith LLM Gateway in 3 steps
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How to get started with LangSmith LLM Gateway in 3 easy steps. Point agents @ Gateway endpoint with your LangSmith API Key Add your provider API keys to workspace secrets Set policies in the LangSmith UI That’s it. That’s the setup.