Jan 4 · 11 min read · Previously: CopilotKit v1.50.1 is broken. Tool execution doesn't work. Spent 4 hours debugging. Made the decision to migrate to Vercel AI SDK. Now: 2:15 PM. Coffee refilled. Let's rip this out and rebuild it properly. The Migration Checklist Before d...
Join discussionNov 14, 2025 · 4 min read · 🚀 Introducing ChatATP: The Universal Operating System for AI Agents Stop Talking to Your Apps. Start Acting with Them. The current state of AI agents is frustrating. On one side, we have incredible LLMs like GPT-4, Claude, and Mistral, but they're o...
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Nov 5, 2025 · 15 min read · Most commercial voice assistants send your voice data to cloud servers before responding. By using open‑source tools, you can run everything directly on your phone for better privacy, faster responses, and full control over how the assistant behaves....
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Oct 25, 2025 · 3 min read · Hey everyone ! This is my first blog and I am thrilled to share what I’m learning in my full stack development journey. Recently I started exploring how AI-powered apps work and to my surprise, it’s much simpler than i thought! I have not built an ...
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Aug 18, 2025 · 4 min read · If you’re a developer building with large language models, you’ve probably noticed a trend. Every week, there’s a new announcement: “This open-source model beats GPT on benchmarks!” “This provider is 3x cheaper and just as powerful!” On paper, th...
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Jun 5, 2025 · 1 min read · End of day report for Tinker. Today, we added Tools API support which allows for more streamlined tool calling from AI agent. So far, it seems to be much better than the custom tool calling mechanism we implemented yesterday. We’ve also switched our ...
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Jun 2, 2025 · 3 min read · “AI is not just about generating text anymore — it’s about executing tasks with precision.”— Ayesha Mughal 💡 What Is Tool Calling? Tool Calling enables advanced language models to interact with external applications and APIs, effectively turning te...
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Jan 31, 2025 · 13 min read · 🔥 Claude MCP (Model Context Protocol) Explained 🚀 Claude MCP (Model Context Protocol) is Anthropic’s API framework that allows Claude to interact with external tools, turning it into a fully functional AI Agent. 🔹 Think of MCP as a plugin system t...
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