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
missing_linux_example
windows_tools
Summary
The documentation page exhibits Windows bias by providing extensive PowerShell examples and support, while lacking equivalent Linux shell or Bash examples. PowerShell is presented as a primary automation tool, with no mention of Linux-specific scripting or workflows. Additionally, certain features (such as Key Vault secret references and secret volume mounts) are explicitly unsupported in PowerShell, but there is no guidance for Linux users on alternative approaches. The documentation does not include any Bash or Linux shell script examples, nor does it address Linux-specific usage patterns.
Recommendations
  • Add Bash/Linux shell script examples alongside PowerShell for all CLI workflows.
  • Explicitly mention Linux support and usage patterns where features are not available in PowerShell.
  • Provide guidance for Linux users on how to accomplish tasks that are unsupported in PowerShell, such as mounting secrets as volumes.
  • Ensure that examples and instructions are not Windows-centric and include cross-platform considerations.
  • Where PowerShell is used, clarify its cross-platform availability or suggest alternatives for Linux environments.
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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
2025-09-12 00:00 #109 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets