AI tools thrive on greenfield work. On legacy code with custom DSLs, undocumented invariants, and decade-old conventions, the instinct to modernize becomes a liability.
Using AI tools for legacy code archaeology: explaining what 2014-vintage code does
Inheriting a 10-year-old codebase is its own kind of work. AI tools won't fix the legacy, but they can dramatically speed up the understanding-what-this-does phase.