#Copilot

AI can make a graduate engineer dramatically faster, but seniority was never about how quickly you could type code. It comes from accumulated experience, business context, judgment and knowing how to use what you have learned when the next unfamiliar problem arrives.

After years of using agentic AI to generate, debug and architect programs, it has become evident that there are a few things that lead you to an exhausted monthly usage regardless of how large your bucket is.