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 consistently presents PowerShell examples before Azure CLI, and references Windows-centric tools and patterns (e.g., PowerShell cmdlets, .ps1 file references, and Windows-style variable assignment). There is a notable emphasis on PowerShell, which is traditionally associated with Windows environments, and the prerequisite links and examples often default to PowerShell-based workflows. There is no mention of Linux-specific shell environments, nor are Bash or other Linux-native tools referenced.
Recommendations
  • Alternate the order of examples, sometimes presenting Azure CLI (which is cross-platform and native to Linux) before PowerShell.
  • Explicitly mention that both PowerShell and Azure CLI are available on Linux, macOS, and Windows, and provide guidance for Linux users (e.g., Bash shell usage, installation notes).
  • Include Bash script examples or references to Linux-native tooling where appropriate.
  • Avoid referencing only PowerShell-based prerequisite documentation; provide links to equivalent Azure CLI or Bash-based guides.
  • Clarify that all steps can be performed from Linux environments, and note any differences or caveats for Linux users.
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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 Clean Clean
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets