Almost everything written about developer tooling assumes you are on GitHub. This site is for the teams who are not: CI, review, security scanning and delivery metrics on GitLab, Azure DevOps and Bitbucket, including the self-managed and on-premise versions that most vendors forget to document.
GitLab
All GitLabSaaS and self-managed. Merge request automation, CI, and what changes when the instance is yours.
Azure DevOps
All Azure DevOpsServices and Server. Pipelines, pull request policies, and the tooling gap nobody writes about.
Bitbucket
All BitbucketCloud and Data Center. Pipelines, review workflow, and living next to the rest of Atlassian.
Across platforms
All Across platformsMigrations, tools that work on more than one forge, and the comparisons that span all of them.
- Reviewing AI-generated code at volume: the ceilings per forge
- Code search per forge: GitLab, Azure Repos and Bitbucket DC
- Approval reset on push: GitLab, Azure Repos and Bitbucket
- Cutting pull request review time with AI: GitLab, Azure Repos, Bitbucket
- CODEOWNERS and reviewer routing on GitLab, Azure Repos and Bitbucket
Missing something you needed? The gaps are the point, so say which one and it goes on the list. Every page shows the date it was last checked, because vendor pricing and platform support move every month.