If you have secrets, encrypt them.
Private repos can be turned public, intentionally or by mistake. Repos can be exported to give software to third parties. Also, git users clone repos, which means that those secrets are copied every where. Can you make sure those stay private too? Do you make your developers encrypt their laptops or delete repos from them before they leave their house or office?