I guess I wasn’t very clear. At this point I haven’t found of level of abstraction where AI cannot be helpful. I have set it upon architecture problems but the main obstacle is the domain knowledge that it lacks. My company is working on uploading all of our internal specs as skills, but AI gets confused with poor English and outdated specs. Some groups have succeeded and the high level arch suggestions are being reviewed.

The challenge is guiding the model through decades of human slop: poorly written or missing specifications!