looks cool! I'll take it for a test run. PS/ you should also look into Xet to move from files to chunks deduplication
CODE
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Apps as MCP Servers: AI Chat as Primary Device Interface
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What happens when Apps become MCP servers with tools (backend logic), app sdk (front end), and having the AI chat be the device?
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ChatGPT Apps MCP-UI compatibility and official specification
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I was just wondering how the ChatGPT Apps would interact with MCP-UI and am glad to see some compatibility emerge! Looking forward to having all this be part of the official spec.
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Embedding More Features Into MCP Servers
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This is fascinating. It seems like we're going to be embedding a lot more into these MCP servers.
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PRISM: Meta-Prompt Architecture Explained
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PRISM is a meta-prompt architecture – a systematic way to structure AI instructions using five core components: P = Purpose – What triggers this mode or what goal it serves R = Rules – Constraints, requirements, and operational logic I = Identity – The role, function, or
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@testingcatalog — 2025-10-14
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CONFIRMED Veo 3.1 disclaimer has been added to the Gemini code, but it seems to be only available in the US now.
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Claude Code Built in React Offers Better UI Than Terminal
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so TIL that Claude Code and the like are written in *React* you can just write HTML & js and certain packages will render it for you. it looks way better than regular terminal output. interesting
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7 Steps to Master Large Language Models and Build Real Applications
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7 steps to master #LLMs Understand NLP & transformers Explore BERT, GPT, XLNet Pre-train models Fine-tune for tasks Align & evaluate fairness Measure accuracy & fluency Build real LLM apps (chatbots, translation, content gen) Mastering LLMs =
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Updated Claude Code mobile supports repository selection and environment creation
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Claude Code on mobile got updated and now supports repository selection. Environment creation will be happening on the web version. Still not available to the public. Soon
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MCP Security Governance Whitepaper: Impact Risks Gateway Patterns
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This is great! We also recently posted a whitepaper on MCP security/governance here https://
mintmcp.com/whitepaper-mcp covering impact, risks, and gateway patterns that work well.