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_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by referencing Windows-centric tools and workflows, such as PowerShell and Azure Portal, and by omitting explicit Linux or cross-platform command-line examples. While Azure CLI is mentioned, the instructions and examples prioritize Windows tools (PowerShell, Azure Portal) and do not provide parity for Linux users (e.g., Bash, native Linux tools). SQLCMD is referenced in Cloud Shell, but there is no mention of Linux-specific alternatives or considerations. The documentation does not provide step-by-step instructions for Linux environments, nor does it clarify cross-platform compatibility for all steps.
Recommendations
  • Add explicit Linux/Bash examples alongside PowerShell and Azure Portal instructions.
  • Clarify that Azure CLI and SQLCMD commands work in Bash on Linux, and provide any necessary installation or usage notes for Linux users.
  • Include screenshots or walkthroughs for Linux terminal environments where appropriate.
  • Ensure all steps that reference Windows tools (e.g., PowerShell) are matched with Linux equivalents (e.g., Bash scripts, Linux terminal commands).
  • Review and update language to avoid assuming the user is on Windows (e.g., replace 'Cloud Shell with PowerShell' with 'Cloud Shell (Bash or PowerShell)').
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets