Reviewed the uncommitted ve2e inference decomposition with git diff and repository searches.
Checked the legacy csPCa behavior, package exports used by scripts/benchmarking/benchmark_isup.py, the relocated Hydra config path, and the under-250-line file constraint.
Ran syntax compilation, Ruff checks, formatting checks, and git diff --check on the affected code. No actionable regression was found.
Runtime imports could not be executed locally because the repository Pixi environments support only Linux and the local .venv does not contain PyTorch.
Lessons Learned: Pitfalls
The knowledge base has no clinical workstream directory even though its index describes that workstream. The required initial clinical index and SOP reads were therefore impossible; histo was used as the closest ve2e-related context.
The macOS host cannot run the project’s Linux-only Pixi environments, so repository-native runtime validation was unavailable.
Lessons Learned: Improvements
Add a wiki/workstreams/clinical/ index and SOP index, or update the knowledge instructions to route ve2e work to an existing workstream.
Document a supported lightweight import-check route for non-Linux review hosts.
