Dec 5, 2025 · 3 min read · What Exactly Is MCP? Think of Model Context Protocol (MCP) as the “rules + tools” layer that helps you make an LLM behave the way you want — not the other way around. LLMs are smart, but they don’t know your business logic.They don’t know your APIs.T...
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Dec 2, 2025 · 3 min read · What is Python FastMCP ? Python FastMCP is a high-level, Pythonic framework designed for building MCP (Model Context Protocol) servers and clients easily and efficiently. MCP is a standardized protocol that allows servers to expose data and functiona...
Join discussionSep 4, 2025 · 5 min read · These practices work for me today and will evolve. A lot of this came from seniors who let me shadow their thinking, handed me better questions, and saved me from clever mistakes. This post isn’t my stack (that’s already written). It’s the stuff I r...
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Sep 4, 2025 · 15 min read · You've built your MCP server and want to deploy it remotely or publish it as a package? This article covers your options from a DevOps viewpoint. If you don't know what MCP servers are, see my previous articles: Tips on how to use MCP servers Stand...
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Sep 2, 2025 · 20 min read · There are many resources on this topic, but I couldn't find a clear overview of MCP servers or a standard method for building one, except for Redditors suggesting to “ask Claude or Windsurf.” I've combined a DevOps perspective, tutorials, and curated...
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Jun 28, 2025 · 4 min read · Most of us build homelabs to tinker, automate, and take control of our infrastructure. But somewhere between Docker containers, backups, and uptime monitoring, it becomes a lot to keep track of. I didn’t want to SSH into my server every time I needed...
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