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
Summary
The documentation page demonstrates a Windows bias in several ways: PowerShell is the only scripting example provided for deploying templates and managing access policies, with no Bash or Linux shell equivalents. All command-line instructions for resource deployment and access policy configuration use PowerShell, and the documentation refers to PowerShell before CLI in several places. There are no explicit Linux or Bash examples for key management, identity assignment, or template deployment, which may hinder Linux users or those using non-Windows environments.
Recommendations
  • Provide equivalent Azure CLI (az) commands for all PowerShell examples, especially for template deployment and access policy management.
  • Include Bash shell script examples for template deployment and resource management, demonstrating cross-platform usage.
  • Clearly indicate which commands are platform-agnostic (e.g., Azure CLI) and which are Windows-specific (e.g., PowerShell), and recommend platform-agnostic tools where possible.
  • Add a section or callout for Linux/macOS users, highlighting any differences or additional steps required.
  • Where PowerShell is referenced, offer links or inline examples for CLI/Bash alternatives, ensuring parity 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
2026-01-11 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets