Cursor, Claude Code and Windsurf projects: finish AI-assisted codebases

Cursor, Claude Code and Windsurf work inside an ordinary code editor or terminal, so these projects can use any stack: Next.js, Django, Laravel, Go, Flutter and more. Unlike hosted builders, the code already lives in a local folder or Git repository. That makes access easy; the difficulty is understanding what was generated.

What tends to go wrong

Assistant-driven projects often accept large changes with little review. Developers taking them over find several patterns for the same task, packages added and then abandoned, tests that were generated but never run, and commits that touch dozens of files with vague messages. Occasionally an import refers to a package that does not exist or a function signature the library never had.

Where a takeover developer starts

Reading the commit history and any instruction files, such as .cursor/rules, CLAUDE.md or Windsurf rules, shows what the owner intended. Next comes a clean install, a run of the existing tests and a list of dead code. The dependency freshness check highlights packages that are outdated or unused. In your listing, say which assistant you used, roughly how long the project has run, and which features you have personally tested end to end.