Use the API when you need direct control
SDKs are the easiest entry point, but direct API access is still useful for custom tooling, integrations, debugging, and lightweight automation workflows.API workflow guidance
- Confirm the correct endpoint and credentials
- Test with a non-production bucket first
- Keep private-access flows narrow and short-lived
- Validate metadata and headers, not just the success code