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
Summary
The documentation provides both Azure CLI (Bash) and PowerShell examples for all major scenarios, ensuring parity in scripting approaches. However, there is evidence of Windows bias in the underlying implementation details and references. Specifically, the documentation references the Windows-specific CommandLineToArgvW system call for argument parsing, and PowerShell (traditionally a Windows tool) is given equal prominence to Bash/CLI, despite its Windows origins. Additionally, the documentation refers to Windows-style escaping (e.g., double-escaping quotes) and PowerShell cmdlets, which may be less familiar to Linux users. The mention of Connect-AzAccount and Start-Sleep, both PowerShell-specific, further reinforces this bias. However, there are no missing Linux examples, and Bash/CLI examples are present throughout.
Recommendations
  • When referencing system calls or argument parsing, provide Linux equivalents or clarify that the implementation is cross-platform (e.g., explain how arguments are parsed in Linux containers).
  • Where PowerShell-specific tools or patterns are mentioned (e.g., Connect-AzAccount, Start-Sleep), offer equivalent Bash/CLI guidance or note that these are PowerShell-specific.
  • Clarify that PowerShell is available cross-platform, but also highlight native Linux/Bash scripting patterns where appropriate.
  • Review and balance the order of presentation so that Bash/CLI and PowerShell are alternated or presented in a way that does not always prioritize Windows/PowerShell concepts.
  • Add a brief section explaining the cross-platform nature of deployment scripts, including any differences in behavior or environment between Windows and Linux containers.
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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