1/ Reviewing agent-written code usually comes down to reading a diff and hoping.

That is the part of the workflow nobody solved. The models got very good at producing code, and the burden quietly moved to the person who has to decide whether it is safe to merge. You read it, you spot-check it, you run it locally if you have time, and then you approve on instinct.

@vorfluxai goes after that step directly. Every session spins up your whole stack on a real cloud machine. Repos, databases, CI/CD, feature flags, all of it. The actual environment your app runs in, with real services instead of mocks.