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_first
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing detailed PowerShell examples and referencing PowerShell-specific cmdlets, which are primarily used on Windows. PowerShell is listed before Azure CLI in the example tabs, and there are no Linux shell (bash) or cross-platform scripting examples. The CLI examples use Azure CLI, which is cross-platform, but the documentation does not provide any Linux-specific context, such as bash scripting or differences in usage on Linux. There is also no mention of Linux-native tools or patterns.
Recommendations
  • Add bash shell script examples for Azure CLI commands to demonstrate usage on Linux systems.
  • Clarify that Azure CLI commands are cross-platform and provide notes on any OS-specific considerations.
  • Consider listing Azure CLI examples before PowerShell to emphasize cross-platform parity.
  • Include a section or note for Linux users, highlighting any differences or additional steps required.
  • Avoid exclusive reliance on PowerShell cmdlets; provide equivalent examples using bash and Azure CLI where possible.
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
2026-01-11 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