Writing
Methods, not announcements.
How small teams run pre-production when the models change every quarter. Written from inside real productions.
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What this is
Working methods for AI-native pre-production, written from inside real productions running on Forge.
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Model-agnostic pipelines: what Sora's shutdown taught us
On 24 September 2026 the Sora API stops answering. Here is what that costs a production team, and how to structure a project so the next one costs nothing.