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 demonstrates a Windows bias by referencing Windows-specific scenarios (e.g., WinRM on Windows VM), presenting Azure PowerShell examples alongside Azure CLI, and mentioning Windows tools and patterns. While Azure CLI is cross-platform, the inclusion and equal prominence of Azure PowerShell (primarily used on Windows) and references to Windows VM scenarios suggest a Windows-centric approach. There are no explicit Linux examples, nor are Linux-specific patterns or tools mentioned.
Recommendations
  • Add explicit Linux-focused examples, such as deploying secrets to Linux VMs or referencing Linux-specific quickstart templates.
  • Clarify that Azure CLI commands are cross-platform and can be used on Linux, macOS, and Windows.
  • Include Bash script examples for common tasks, especially for secret retrieval and deployment, to demonstrate parity with PowerShell.
  • Reference Linux VM scenarios in the 'Related content' and example links, not just Windows VM scenarios.
  • Where PowerShell is used, note its availability on Linux and macOS, or provide alternative Bash/CLI instructions.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets