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
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by exclusively providing Azure PowerShell scripts for generating OAuth tokens and calling APIs, with no equivalent examples for Linux or cross-platform tools such as curl or Bash. The only command-line automation shown is via PowerShell, and there are no references to Linux-native tools or instructions for non-Windows environments. The use of the Azure portal is platform-agnostic, but all scripting and automation guidance assumes a Windows/PowerShell context.
Recommendations
  • Provide equivalent examples using curl and Bash for generating tokens and calling APIs, which are native to Linux and cross-platform environments.
  • Explicitly mention that the API calls can be performed from any OS, and provide sample commands for both Windows (PowerShell) and Linux/macOS (Bash/curl).
  • Add a note or section on how to install and use Azure CLI (which is cross-platform) for relevant operations, if applicable.
  • Ensure troubleshooting and automation guidance includes steps or scripts that are not limited to Windows or PowerShell users.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-15 00:00 #51 completed Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets