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Case studyInfrastructure & Dev

Massive Codebase Review

Claude Code read the entire evyAI product monorepo and delivered an architecture map, gap analysis, vulnerability flags, and improvement ideas โ€” in minutes.

๐Ÿง 
Full architecture mapped + gaps found in minutes
โšก Weeks of consulting, done in minutes

The problem

A large production codebase built by many hands over years โ€” and no single up-to-date picture of how it fits together.

What Claude Code did

Claude Code ingested the monorepo and produced a full architecture map, identified gaps and security issues worth fixing, and generated concrete improvement ideas.

The result

The kind of review that takes a consultant weeks, done in minutes โ€” and it caught real issues that got fixed.

Under the hood

Claude Code large-context review

FAQ

Did it actually find real problems?

Yes โ€” including security items that were remediated. (Details stay private, obviously.)

How big a codebase can it handle?

This was a full production monorepo. Claude Code navigates by searching and reading like a senior engineer would.

Ask Joe about this project

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