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Jenkinsfile + BitBucket works just nicely here.

Getting that to work with GitHub is more painful (pain mostly related to automated webhook-management)

I can't compare to GitLab right now ;-)

Are you using any of the paid Jenkins plugins in the Atlassian Marketplace? Does BitBucket show CI build status on PRs? Can you retry builds from BitBucket or do you have to visit Jenkins dashboard to retry a build? (Just curious, we recently switched, and I'm finding Jenkins to have a much steeper learning curve than GitLab CI had)

Using all free plugins in our place. There is a free bitbucket status notifier that will update the CI build status on a branch / PR. You have to retry via the Jenkins dashboard.

I second that. At work we use Jenkins and BitBucket with no issues at all.

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