A practical comparison of tools that protect source code and sensitive data from leaking to AI assistants — across deployment model, target user, and lifecycle coverage.







The problem


When developers use AI coding assistants — Claude Code, Cursor, GitHub Copilot, Cody, Aider — they implicitly send source code, comments, and...