We moved our CI to this orchestrator called Netflix Conductor. It’s highly customized internally with workers capable of running different kind of tasks etc. But since we did this, CI has been a wonderful experience. Things run smoothly and history can be tracked and easy to build variants by modifying or creating new workflows. We aim to open source this extension soon.