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 page demonstrates a moderate Windows bias. PowerShell examples are provided alongside Azure CLI, but PowerShell is a Windows-centric tool. References to Windows scenarios (such as installing a certificate on a Windows VM) appear before or instead of Linux equivalents. There is no mention of Linux-specific tools or shell patterns (e.g., Bash), and the examples and guidance assume familiarity with Windows tooling and conventions.
Recommendations
  • Add explicit Bash examples for all CLI commands, showing syntax and usage in a Linux shell environment.
  • Include references or links to Linux VM scenarios, such as installing certificates on Linux VMs via Key Vault.
  • Clarify that Azure CLI commands work cross-platform and provide notes or examples for Linux/macOS users (e.g., file path conventions, environment variables).
  • Avoid mentioning Windows scenarios exclusively or first; provide parity by including Linux equivalents in introductory and example sections.
  • Where PowerShell is used, note that it is available cross-platform, but also provide native Bash or shell alternatives 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 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
2025-08-24 00:00 #90 cancelled Biased Biased
2025-07-24 00:00 #59 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets