StackGrit analyses codebases with AI and produces plain-language health reports for the people who own software but don't write it.

Two things made this possible in 2026. AI now writes a meaningful share of the code in every codebase. And large language models are finally good enough to read whole codebases the way a senior engineer would — tracing architecture across dozens of modules, correlating code with years of git history, catching the risks that don't make it into standups.

Point StackGrit at a repository, give it read-only access, and about an hour later you have a plain-language report. Letter grade overall, plus architecture, security, code quality, testing, dependencies, and team dynamics. Hidden risks called out with file paths and effort estimates. A clear, prioritized list of what to fix first.

And a chatbot anyone can ask anything in plain English, grounded in the actual code. The first time engineering leadership and developers can ask the same codebase the same kinds of questions.

Built for the people who own software, not the people who write it.

First report is free at stackgrit.com.

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StackGrit

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