A lot is said about context you can feed into the LLM but I do think there is still superior power in human context awareness. That kind of ambient collation and organisation of the whole business and its purpose, all the different work going on and how it all relates to eachother. It happens when you isolate business units a bit too much also.

It's not surprising that if you have a hundred separate, isolated contexts working on the same business, that don't cross-talk and have no ability to subconsciously receive and collate, prioritize the thousands of signals we get from our work environment, that you end up shipping lots of incomplete or incompatible work.