Any model can generate an application that looks finished. The gap between looks finished and is finished is where software actually lives: does the login work, does the form validate, does the deploy boot, does the edge case crash. The Software Studio's pipeline exists for that gap.
Plan, build, preview
A build starts with a plan you can read, architecture, scope, and the credit quote, before code is written. The build stage produces working software, and the preview stage puts it behind a live URL you can click through yourself. Engineering stages always run on frontier models; we do not route your build to a cheaper model to save cost.
Then the part most pipelines skip
The QA Agent drives a real browser against the preview, actual journeys, web vitals, accessibility checks, and files findings with evidence attached. The Fix Agent takes those findings, edits the repository, verifies each file it touched, and opens a pull request. What lands in your review queue has been exercised by a browser, not just rendered once in a screenshot.
Changes arrive as pull requests rather than silent pushes, long builds persist their state so a closed laptop does not kill the job, and every high-impact step, merging, deploying, spending, waits behind an approval that shows exactly what will happen. That is what an engineering team on demand should mean.