This document shows how the repo would be managed inside an ISO 13485-style design-control process.
- The system shall assess slide-ingestion quality using deterministic thresholds.
- The system shall create an auditable record for each ingestion decision.
- The system shall preserve package integrity metadata for accepted uploads.
- The system shall minimize PHI in logs and operational telemetry.
- The system shall support CI-based verification before merge.
- Python orchestrator implementation and packaged Windows executable
- C++ QC reference library
- Rust attestor companion CLI
- CI and release workflows
- architecture, risk, and traceability documents
- architecture review before cloud integration
- hazard and cybersecurity review before deployment
- verification review before release
- Python unit tests
- Python CLI and web smoke tests
- C++ metric tests
- Rust manifest tests
- CI and release workflow run records
- bench test against known good / bad scan cohorts
- compare accept-review-reject decisions with technologist consensus
- trend false accepts and false rejects
- validate deployment performance on representative edge hardware
- all code and quality documents versioned together
- PR template requires explicit review of safety, security, and verification impact
- requirement and risk updates are mandatory when change scope affects behavior