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Developer teams migrating from legacy systems to modern architecture often exacerbate technical debt by carrying over outdated patterns and habits. This article explores common pitfalls and offers guidance on how to successfully transition by embracing new paradigms and thorough discovery.

Discover why simply wrapping APIs isn't enough for Model Context Protocol (MCP) servers. Learn how adding project and user context can transform MCPs into dynamic, efficient engines that enhance AI reasoning, reduce errors, and scale across complex environments.