Thanks, that's an awesome comment! Agreed. IMHO, end-to-end reproducibility is important from multiple angles - provenance for research, enabling collaboration, driving down costs by eliminating redundant runs of the same jobs, etc.

We were initially calling ourselves Heroku + Github for DL, but realized that was too confusing, haha.