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| """Production hardening layer for Sensorflow Studio. | |
| Built from the audit in docs/hardening/audit.md. This package LAYERS | |
| production-grade contracts, sampling, quality routing, HITL prioritization, | |
| cache manifests, power analysis and interface seams on top of the existing | |
| packages without modifying their public APIs. Adoption path documented in | |
| each module. | |
| """ | |