Keeping large codebases current with dependencies, linter rules, and security updates is tedious manual work.
Develop an AI system that can analyze commit histories and automatically propose updates that match a team's patterns.
Sell to engineering managers at mid-size companies where maintenance overhead is slowing feature development.
Start with a GitHub bot that suggests dependency updates first.
The main risk is trust – developers may be reluctant to let AI modify their code without extensive vetting.