The Model Context Protocol: How MCP Became the USB-C of AI in Just One Year
Feb 22 · 7 min read · If you’ve been anywhere near the AI engineering space in the past year, you’ve heard the acronym MCP — the Model Context Protocol. What started as a quiet open-source release from Anthropic in Novembe
Join discussionMCP: o protocolo que conecta agentes de IA ao mundo real
Feb 17 · 8 min read · MCP: o protocolo que conecta agentes de IA ao mundo real Você já tentou fazer um agente de IA que acessa seu banco de dados, lê seus emails, posta no Slack e commita no GitHub — tudo numa mesma task? É uma bagunça. Cada integração tem sua API. Cada A...
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The Missing Layer in Modern AI: Model Context Protocol
Feb 13 · 5 min read · Introduction LLMs are smart. Really smart. They can write code, explain concepts, and generate content.But can they interact with the outside world on their own? Not quite. That’s exactly why the concept of MCP was introduced. The idea of MCP Servers...
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Old Problem, New Protocol: Why the Confused Deputy Still Matters in AI
Feb 11 · 6 min read · The Model Context Protocol (MCP) is an open standard that lets AI applications (clients) connect to external tools, systems, and data sources (servers) through a single, uniform interface—often described as “USB‑C for AI.” It solves the painful N×M i...
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Building a Real-Time Anomaly Detection System
Jan 12 · 7 min read · I tried to send money to an account number I got wrong (I think I missed a digit), and the transfer didn’t go through. Got an error notification about how the number was incorrect. I immediately corrected this, and the transfer went through, but that...
Join discussionAgents Keep Fighting Over My CPU
Dec 18, 2025 · 4 min read · I prefer running two or three AI agents locally rather than offloading to remote agents. The feedback loop is faster, I can see what's happening, use the tools I like, and context switching between tasks is easier when everything is on my machine. My...
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How Does an MCP Work Under the Hood? MCP Workflow Explained
Dec 16, 2025 · 8 min read · We’ve all faced that awkward limitation with AI: it can write code or explain complex topics in seconds, but the moment you ask it to check a local file or run a quick database query, it hits a wall. It’s like having a genius assistant who is locked ...
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Part 3: Implementing Model Context Protocol (MCP) | The "USB-C" of AI
Dec 15, 2025 · 6 min read · Welcome back. If you are reading this, you probably saw "Model Context Protocol" in the title and thought, "Oh cool, the shiny new thing!" I have a confession to make: The title of this post is a bit of a lie. We are not building a full-blown "MCP Se...
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Model Armor: Securing AI Deployments for the Enterprise
Dec 15, 2025 · 3 min read · The “Gold Rush” of Generative AI is over; we are now in the “Settlement Phase.” Enterprises are moving from proof-of-concept chatbots to production-grade agents that handle real customer data. However, as these deployments scale, IT leaders are reali...
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