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 provides examples for Azure CLI, Azure PowerShell, and ARM templates. While the CLI and ARM template examples are cross-platform, the PowerShell examples are Windows-centric and presented in full detail. Additionally, the PowerShell tab appears before the ARM template tab, and the ARM template section references both Linux and Windows but links to the Windows template first. There is no explicit Linux shell scripting example (e.g., Bash), and PowerShell is given equal or greater prominence than CLI, which is more cross-platform. There is a slight preference for Windows tools and patterns, and Linux-specific guidance is minimal.
Recommendations
  • Add explicit Bash shell examples for Linux users alongside CLI and PowerShell examples.
  • Ensure Linux references and examples are presented before or alongside Windows equivalents, not after.
  • Clarify that Azure CLI commands work natively on Linux, macOS, and Windows.
  • Provide links to Linux-specific quickstart and template guides before or alongside Windows guides.
  • Reduce reliance on PowerShell examples or clearly mark them as Windows-only.
  • Include troubleshooting or operational notes relevant to Linux environments (e.g., SSH key management, Linux VM configuration).
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed 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

Flagged Code Snippets