Document Details
Concepts Apis Sdks
❌
This page contains Windows bias
About This Page
This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
Bias Analysis
Bias Types:
⚠️
windows_first
⚠️
missing_linux_example
⚠️
windows_tools
Summary:
The documentation page demonstrates a mild Windows bias. While it generally uses cross-platform Azure CLI commands, it consistently mentions the Azure portal (a web UI, but often associated with Windows-centric workflows) as a primary method. When discussing file uploads, it lists AzCopy (primarily a Windows tool) before the Azure CLI, and does not mention Linux-native tools or provide explicit Linux shell examples. All code and SDK examples are in .NET/C#, with no mention of Python, Java, or other cross-platform SDKs. There are no PowerShell-specific examples, but the overall pattern prioritizes Windows-friendly tools and .NET, with little attention to Linux or open-source developer workflows.
Recommendations:
- When listing upload methods, mention the Azure CLI first, and include Linux-native tools (e.g., curl, Python scripts, or Linux shell commands) as alternatives.
- Provide explicit Linux shell (bash) command examples for common tasks, such as uploading files or generating tokens.
- Include SDK usage examples in other supported languages (e.g., Python, Java, JavaScript) to demonstrate cross-platform parity.
- Clarify that AzCopy and the Azure CLI are available on Linux, and provide installation links or notes for Linux users.
- When referencing the Azure portal, clarify that it is web-based and platform-agnostic, to avoid the impression of Windows exclusivity.
Create pull request
Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |
| 2025-07-12 00:58 | #8 | cancelled | ✅ Clean |
| 2025-07-10 05:06 | #7 | processing | ✅ Clean |