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 demonstrates a moderate Windows bias. PowerShell is consistently referenced as a primary automation method, with explicit instructions for installing PowerShell modules and using PowerShell cmdlets. REST and Azure CLI examples are provided, but PowerShell is often mentioned first or in parallel, and there are no references to Linux-specific shell patterns (e.g., bash, zsh) or alternative scripting environments. The instructions for installing modules and extensions are tailored to Windows/PowerShell users, and there is no mention of Linux package managers or shell environments. The documentation assumes familiarity with Windows tooling and does not address cross-platform nuances, such as differences in CLI usage or scripting between Windows and Linux.
Recommendations
  • Add explicit notes about cross-platform compatibility for Azure CLI and REST API examples, clarifying that they work on Linux, macOS, and Windows.
  • Provide Linux-specific instructions for installing Azure CLI extensions (e.g., using apt, yum, or curl) and clarify that PowerShell Core is available on Linux/macOS, with installation steps for those platforms.
  • Include bash/zsh shell script examples alongside PowerShell, especially for automation scenarios.
  • Avoid referencing PowerShell as the default or primary scripting environment; present REST and Azure CLI examples first, or in parallel, and clarify their platform neutrality.
  • Mention any platform-specific caveats (e.g., file path formats, environment variables) that may affect Linux users.
  • Where module installation is discussed, provide equivalent commands for Linux/macOS (e.g., pip, apt, brew) if relevant.
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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
2026-01-11 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
2025-09-12 00:00 #109 completed Clean Clean
2025-08-20 00:01 #86 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-16 00:00 #52 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets