Simulation engineering · Module 5
The substrate layer below AI-augmented CAE
For engineering teams asking what changes under the user-facing demo.
The visible AI interface is the least interesting part of AI-augmented CAE. The substrate below it determines whether the tool is useful after the demo.
That substrate has to know where simulation artifacts live, what each run means, who can access it, how lineage is preserved, and what evidence supports a recommendation.
Barg Labs is building Offa for AI-augmented simulation engineering. This scaffold does not make roadmap promises or capability claims.
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Scaffold source: docs/runbooks/phase-1-vertical-primers.md#e011