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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by consistently presenting Azure PowerShell examples before Azure CLI examples, and by using PowerShell-specific syntax and patterns. There is no mention of Linux-specific shell usage (e.g., Bash), nor are there any examples tailored for Linux environments (such as shell scripting or command-line nuances). The documentation assumes familiarity with PowerShell, which is primarily a Windows tool, and does not address cross-platform considerations or differences in command execution between Windows and Linux.
Recommendations
  • Alternate the order of examples, sometimes presenting Azure CLI (which is cross-platform) before PowerShell to avoid implicit prioritization of Windows tools.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide Bash-specific examples where relevant (e.g., using export, $(), or quoting conventions).
  • Include notes or sections about running these commands in Linux environments, such as using Bash or Zsh, and highlight any differences in syntax or behavior (e.g., environment variable usage, file paths).
  • Add troubleshooting tips or caveats for Linux users, such as file permission issues, case sensitivity, or shell quoting.
  • Consider including screenshots or terminal output from Linux shells to reinforce cross-platform parity.
GitHub Create Pull Request

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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets