100K GITHUB STARS IN JUST A FEW WEEKS @GarryTan
’s GStack has gone completely viral, and for good reason. The YC CEO open-sourced his personal toolkit, and it's the ultimate cheat code for devs. It turns Claude Code from a basic chatbot into an entire virtual engineering
TOOLS
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GStack by Garry Tan goes viral, 100K stars on GitHub for dev cheat code
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Search as Code replaces tool-calling with async search primitives
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The traditional tool-calling approach suffers from high latency, manual control flow, and context pollution. With Search as Code, the model composes search primitives: fanning out queries asynchronously, deduping, filtering, joining, and ranking before results hits its context.
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Perplexity launches Search as Code for AI agents
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Introducing Search as Code, our new search architecture for AI agents. It writes Python that calls our search stack directly, instead of looping through function calls one at a time. Available in the Perplexity Agent API, and now default in Computer. https://
research.perplexity.ai/articles/rethi
nking-search-as-code-generation
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9 Steps to Build AI Agents from Scratch
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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.
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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