CI/CD & Deployment Tools

What do CI/CD tools do?

CI/CD tools turn a code change into a repeatable release process. Continuous integration builds and tests changes; continuous delivery prepares a version for release, while continuous deployment can publish it automatically after the required checks. A team may use one platform for the entire process or connect separate build and deployment services.

Choose around your release workflow

Start with your repository and destination. Check supported Git providers, container or virtual machine runners, operating systems and deployment targets. Then examine logs, artifact handling, environment variables and how failed steps stop a release. Visual editors and versioned YAML solve different collaboration needs; neither removes the need for reliable tests.

Compare controls and total cost

Look for environment separation, approvals, scoped credentials and a documented recovery path. If an AI agent can operate the platform, check authentication and permission boundaries. Compare included compute, concurrent runs, seats, cache and storage, as well as overage charges. A free tier may support experiments without covering an always-on application or a large team.