Sad Tux - Windows bias detected
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

Detected Bias Types
windows_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation page demonstrates Windows bias primarily in the section about assigning roles for Cosmos DB authentication. It explicitly mentions Azure CLI and Azure PowerShell as the only supported methods, with PowerShell listed before CLI. There are no Linux-specific examples, nor is there mention of Bash or other Linux-native tools. The only code sample provided is in C#, which is cross-platform, but the operational instructions focus on Windows-centric tooling. No Linux shell or cross-platform command-line examples are provided for tasks like listing blobs or assigning roles.
Recommendations
  • Provide explicit Bash/Azure CLI examples for role assignment and other management tasks, ensuring parity with PowerShell instructions.
  • List Azure CLI before PowerShell when describing cross-platform management options, or clarify that both are cross-platform.
  • Include Linux-specific notes or examples where relevant, especially for command-line operations.
  • Add a section or callout confirming that all SDKs and APIs are usable from Linux environments, and provide links to Linux setup guides.
  • Where code samples are given, note their cross-platform compatibility and, if possible, provide equivalent samples in languages or tools popular on Linux (e.g., Python, Bash).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets