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
windows_tools
Summary
The documentation provides both Azure CLI (Bash) and Azure PowerShell examples throughout, but there is a noticeable Windows bias. PowerShell examples are given equal or greater prominence, and Windows/PowerShell-specific tools and APIs (e.g., Connect-AzAccount, CommandLineToArgvW, Start-Sleep) are referenced without Linux equivalents or alternatives. Windows/PowerShell patterns (such as $ErrorActionPreference and Start-Sleep) are explained in detail, while Linux/Bash error handling (e.g., set -e) is mentioned only briefly. Some system calls and troubleshooting advice are Windows-centric, and references to Windows APIs (CommandLineToArgvW) are present without Linux alternatives.
Recommendations
  • Provide Linux/Bash equivalents for Windows-specific APIs and system calls (e.g., mention how argument splitting works in Linux containers instead of only referencing CommandLineToArgvW).
  • Expand explanations of Bash/Linux error handling and debugging (e.g., discuss set -e, trap, and exit codes in more detail, similar to PowerShell's $ErrorActionPreference).
  • Include troubleshooting steps and patterns for Bash scripts, not just PowerShell (e.g., alternatives to Start-Sleep for keeping containers alive).
  • When referencing tools or commands, mention cross-platform alternatives or clarify platform-specific behavior (e.g., how environment variables are accessed in Bash vs. PowerShell).
  • Ensure that CLI/Bash examples are given equal prominence and detail as PowerShell examples, especially in sections discussing script execution, error handling, and output management.
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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