1d ago · 12 min read · AI agents are only as useful as the data they can access. Most agent frameworks connect to static databases or REST APIs, which means the agent works with stale snapshots rather than live state. If you are building an agent that monitors infrastructu...
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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 discussionFeb 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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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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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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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 discussionDec 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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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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