How is this different from building my own setup?
A setup you build yourself is a set of tools you keep wiring together. A lot of people already built one of these themselves. Violet thinks with you, then does the work — code, research, documents, analysis. When a way of working holds up, you save it as a Skill and you don’t start from zero next time.