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
windows_first
powershell_heavy
Summary
The documentation provides parity between Azure CLI (Bash) and Azure PowerShell examples throughout, but there are several signs of Windows bias. Windows/PowerShell tools and patterns (e.g., Connect-AzAccount, CommandLineToArgvW, Start-Sleep) are referenced, sometimes exclusively or before Linux equivalents. Windows system calls (CommandLineToArgvW) are mentioned for argument parsing, and PowerShell-specific guidance (error handling, sleep) is given without Bash/Linux alternatives. PowerShell examples are consistently present, and Windows-centric terminology is used in places.
Recommendations
  • When referencing system calls for argument parsing, mention the equivalent Linux/Bash behavior or clarify that the underlying container runtime handles this for both platforms.
  • Provide Bash/Linux alternatives for PowerShell-specific guidance, such as error handling (e.g., 'set -e' for Bash) and sleep commands ('sleep' for Bash).
  • Avoid referencing Windows-specific tools (e.g., Connect-AzAccount, CommandLineToArgvW) without noting their cross-platform or Linux equivalents.
  • Ensure that CLI (Bash) and PowerShell examples are presented with equal prominence and that neither is consistently shown first.
  • Clarify when examples or features are platform-specific, and provide explicit guidance for Linux/macOS users where necessary.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Biased Biased
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-04 00:00 #70 cancelled Biased Biased
2025-08-03 00:00 #69 completed Biased Biased
2025-08-02 00:00 #68 cancelled Clean Clean
2025-08-01 00:00 #67 completed Biased Biased
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets