I find that gitlab is generally overkill. Gitea [0] is quite simple to deploy and uses much less resources. If you do want CI/CD later, you can integrate a self-hosted Drone [1] instance.

[0]: https://github.com/go-gitea/gitea

[1]: https://github.com/drone/drone