01Work scene
Code generation, review, testing and version-change assistance crosses product, design and engineering, where missed constraints quickly become rework. The working boundary must also account for hand-offs with 3D structure concepts and CAD, engineering drawings, BOM and technical documents.
02How AI assists
AI can structure constraints, draft alternatives and expose inconsistencies around Code generation, review, testing and version-change assistance. Use 3D structure concepts and CAD, engineering drawings, BOM and technical documents as adjacent reference points when checking inputs and outputs.
03Human responsibility
Product, design and engineering specialists approve the feasibility, safety and acceptance criteria for Code generation, review, testing and version-change assistance. The owner confirms where responsibility passes to or from 3D structure concepts and CAD, engineering drawings, BOM and technical documents.
04Smallest pilot
Apply Code generation, review, testing and version-change assistance to one real, tightly bounded requirement. Include one documented hand-off with 3D structure concepts and CAD, engineering drawings, BOM and technical documents in the bounded pilot.
05Workflow
Freeze inputs → AI assists Code generation, review, testing and version-change assistance → expert review → revise → verify and version. Before closure, verify the boundary against 3D structure concepts and CAD, engineering drawings, BOM and technical documents.
06Measurable result
Track Code generation, review, testing and version-change assistance review time, missing requirements and avoidable rework. Also observe whether hand-offs involving 3D structure concepts and CAD, engineering drawings, BOM and technical documents are complete and reviewable.
07Risk boundary
Code generation, review, testing and version-change assistance never bypasses expert review, engineering proof, intellectual-property checks or safety gates. These references to 3D structure concepts and CAD, engineering drawings, BOM and technical documents describe adjacent work only, not an existing integration or deployment.