Microsoft has finally deprecated Azure AD PowerShell and MSOnline PowerShell modules this March 2024, Microsoft has provided heads up Quite sometime before this move and guidances are available how to smoothly transition from the deprecated modules to the Microsoft Graph PowerShell SDK.
More updates are available here: Important update: Deprecation of Azure AD PowerShell and MSOnline PowerShell modules