RAG vs MCP is the wrong debate — here's the right framing for production AI systems
The question I keep seeing in every AI engineering forum right now: "Should we use RAG or MCP?" It's the wrong question. And the fact that it's being …
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Why I Write About AI Governance (And Why It Actually Matters)
I have spent the last two decades sitting in rooms where smart people make expensive mistakes with technology they do not fully understand. I have wat…
Why AI Agents Will Replace Manual Release Management in DevOps
Every release cycle, someone on the team opens a spreadsheet, goes through a list of work items, and manually writes release notes. They copy-paste ti…
Generate a Puppet Module Using GitHub Copilot and VS Code
This tutorial shows how to use GitHub Copilot with the Puppet Model Context Protocol (MCP) server to generate, validate, and refine a Puppet module—ev…