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
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for all steps, but consistently lists PowerShell examples after CLI, and does not include any Linux- or Bash-specific guidance or context. While Azure CLI is cross-platform, the explicit inclusion of PowerShell (a Windows-centric tool, despite its recent cross-platform support) and the lack of any mention of Bash scripting or Linux shell environments may create a subtle Windows bias. There are no Linux-specific tools, patterns, or troubleshooting notes, and no explicit mention that all steps work identically on Linux/macOS.
Recommendations
  • Explicitly state that Azure CLI commands work on Windows, Linux, and macOS, and can be run from Bash or other Unix shells.
  • Add a short section or note confirming that all steps are cross-platform, and that PowerShell is optional.
  • Consider including Bash-specific examples or notes for users who may be scripting in Bash.
  • Where PowerShell is mentioned, clarify that it is available cross-platform, but not required for Linux/macOS users.
  • If possible, provide troubleshooting tips or links for common issues encountered on Linux/macOS environments.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets