ChatGPT is great when the time consuming bit is googling the details of libraries, APIs, languages, algorithms, etc, and wiring them together in the right way for a small bit of functionality or some boilerplate. But when the time consuming bit is thinking about the best way to solve a problem / introduce new abstractions in the context of a larger system, it seems less useful. Maybe this will improve with the context size.