Marius Sandbu • 1/13/2026

Optimizing Developer Experience with AI and MCP

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The article details a framework for optimizing developer experience with AI, focusing on centralized services via MCP (Model Context Protocol). It covers creating a gateway for MCP servers, standardized system prompts using Skills, predefined LLMs, RAG services for documentation, common tools, and standardized agents. It includes a practical example of implementing 'Skills' in VS Code Copilot for specialized tasks like security engineering.

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#developer experience #mcp #ai
Optimizing Developer Experience with AI and MCP

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