Tutorial · Published 26 August 2026
Deploying Yugma in an OpenUSD production workflow
A practical path from project policy and asset ingestion through Director constraints, review, export, validation, and rollback.
Define the scene contract
Choose units, up axis, naming, hierarchy, material subset, asset licences, coordinate conventions, and supported export target before generating production content.
Create a representative test scene that includes instancing, lights, materials, groups, animation, and the largest expected assets.
Constrain the Director
Enable only the tools and asset sources approved for the project. Keep provider keys server-side, record model and prompt policy versions, and reject unrecognized tool output.
Use owner-scoped projects and assign collaborators the smallest role that fits their task.
Validate every handoff
Inspect the persisted scene graph, asset provenance, transforms, material fallbacks, collisions, and floor support before export. Open the exported artifact in the actual downstream tool and compare hierarchy and appearance.
Do not call an export qualified because one sample opens. Keep a versioned compatibility corpus.
Release with rollback
Save a durable revision before each batch transformation, retain the source scene alongside the export, and record which Director/model configuration produced it. Rehearse restoring the prior revision.
Monitor failed saves, streaming parse errors, missing assets, frame-budget regressions, and export validation as production signals.
Production checklist
- Verify Revision safety against the deployed environment, not a screenshot.
- Verify Owner isolation against the deployed environment, not a screenshot.
- Verify Strict streaming against the deployed environment, not a screenshot.
- Verify State-preserving recovery against the deployed environment, not a screenshot.