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
windows_first
Summary
The documentation page provides examples for multiple programming languages and tools, including Azure CLI and PowerShell. However, the inclusion of PowerShell as a distinct pivot and the absence of explicit Linux shell (bash) examples or references to Linux-native tools (such as bash scripts or shell commands) indicates a bias towards Windows environments. PowerShell is primarily associated with Windows, and its presence without a corresponding bash or Linux shell example suggests a Windows-first approach. Additionally, there are no troubleshooting or resource management instructions tailored for Linux users.
Recommendations
  • Add explicit bash or Linux shell examples alongside PowerShell, especially for command-line operations.
  • Include troubleshooting steps or resource management instructions relevant to Linux environments.
  • Ensure that references to command-line tools are balanced between Windows and Linux, mentioning both PowerShell and bash where appropriate.
  • Consider adding a 'programming-language-bash' or 'programming-language-linux-shell' pivot for parity.
  • Review and update any instructions or notes that assume a Windows environment to be more platform-neutral.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 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 Clean Clean