- Sandbox everything.
The top commenters use worktrees, separate folders, or isolated environments for every AI-generated task. Nothing touches the main codebase until it's been reviewed.
One commenter's workflow: spin up a parallel task in a sandboxed worktree, let Claude generate, review the diff, merge manually. No surprises.