Coding with LLM’s has taught me that there is value to treating AI produced code as a slot machine, that sometimes produces brilliant work and sometimes causes huge bugs. The best way to use LLM’s is to structure the project to maximize the benefit from the rare brilliances and minimize the risk and hazard of those bugs. Version control
has to be treated somewhat like a bonsai, a cycle of growth and pruning with an ultimate framework in mind.