There will be tickets where having shell access to production GitLab.com will be helpful in debugging the issue. In such a case, please escalate to a Senior Service Engineer. Currently production access is only granted to Senior Service Engineers.
Here are some examples of such issues:
In either case, please provide as much information as you can. Logs and Sentry errors should be the gold standard here.