# Sora: cost and model routing angle
Sora is the Roseram hub this page supports. The cost and model routing angle angle keeps the decision practical: can a stakeholder review a slice without installing your IDE, and can you export ownership to Git when the slice is real?
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# Operating loop
- One-sentence outcome
- Smallest vertical slice
- Preview URL someone else can open
- Three feedback notes max
- Fix those notes before expanding
- Export to Git
Roseram’s browser-first workspace is built for that loop—shareable previews, visible model routing, and a path to local folders. Use IDE agents when you need deep monorepo surgery; use browser previews when reviewability is the bottleneck.
# Tradeoffs
Cost ceilings, secrets handling, and acceptance tests matter more than model novelty. Soft context: Roseram AI tools. Keep returning to Sora when the team starts collecting tools instead of shipping.
# Close
Ship the slice. Archive the preview. Name the cost owner. Re-read Sora before adding another subscription.