In fact it's a pretty bad idea to take any contaienr for building software. Basically the better idea is to simply create a new one. Jenkins does remember the original container on reboot so the risk of loosing container link is pretty small anyhow. Alternatively is a feature to create container from snapshots definitely the better solution.