Is tight context scoping the best fix for AI code loop regression?

When automated coding assistants hit a roadblock, their fallback behavior often leans toward aggressive refactoring rather than targeted debugging.

This usually creates scope creep hides the initial stack trace and destabilizes adjacent logic.

Beyond constantly rolling back git commits what constraints or custom instructions actually work to stop agents from touching code outside the immediate scope?