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
windows_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a Windows bias by exclusively providing Azure PowerShell scripts for token generation and API calls, without offering equivalent examples for Linux or cross-platform tools such as curl or Bash. The use of PowerShell and references to the Azure portal (which is most commonly accessed from Windows environments) further reinforce the Windows-centric approach. No Linux-specific instructions or alternative command-line examples are provided, making it less accessible for Linux or macOS users.
Recommendations
  • Provide equivalent examples using curl and Bash for token generation and API calls, suitable for Linux and macOS environments.
  • Explicitly mention that the instructions are cross-platform where applicable, and clarify any platform-specific requirements.
  • Include troubleshooting steps or notes relevant to Linux environments, such as handling environment variables or storing secrets securely.
  • Reference cross-platform tools (e.g., Azure CLI) alongside PowerShell, and offer side-by-side examples for both.
  • Review the documentation for other implicit Windows-first patterns, such as screenshots or terminology, and ensure parity for Linux 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