It all comes back to "Do more because of AI" rather than "Do less because of AI".

Getting back into coding is doing more. Updating an old project to the latest libraries is doing more.

It often feels ambiguous. Shipping a buggy, vibe-coded MVP might be doing less. But getting customer feedback on day one from a real tangible product can allow you to build a richer and deeper experience through fast iteration.

Just make sure we're doing more, not less, and AI is a wonderful step forward.