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Context Wrapper Repos: The Missing Layer in AI-Assisted Software Engineering

· 5 min read

AI coding agents are getting better at writing code.

But there is a hidden problem emerging in modern software development:

AI agents understand repositories, but companies operate across systems.

A frontend repo does not exist in isolation.

Neither does the backend.

Neither does the SDK.

Neither does infrastructure.

Yet most AI coding workflows today are still repository-local.

That creates a major architectural gap.