There's a middle ground here that you're not considering (at least in the small amount of text). Vibe coders will spit out a lot of nonsense because they don't have the skills (or choose not) to tweak the output of their agents. A well seasoned developer using tools like Claude Code on such a codebase can remediate a lot more quickly at this point than someone not using any AI. The current best practices are akin to thinking like a mathematician with regards to calculator use, rather than like a student trying to just pass a class. Working in small chunks and understanding the output at every step is the best approach in some situations.