The failure mode is missing constraints, not “coding skill”. Treat the model as a generator that must operate inside an explicit workflow: define the invariant boundaries, require a plan/diff before edits, run tests and static checks, and stop when uncertainty appears. That turns “hacky conditional” behaviour into controlled change.