We run Bitbucket pipelines, but a similar notion applies. Everything we do is in a container. If we wanted to run our CI manually, we can just run our steps as

We run Bitbucket pipelines, but a similar notion applies. Everything we do is in a container. If we wanted to run our CI manually, we can just run our steps as a script on anyone’s workstation (given keys/permission). Staying away from the proprietary run environments and being easily to run them ourselves has saved us a number of times. Especially when running on Atlassian where things go down often.