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_tools
missing_linux_example
Summary
The documentation page provides critical role assignment and permission management examples exclusively using PowerShell scripts and references to .bat scripts, which are Windows-centric. There are no equivalent CLI (az), Bash, or Linux/macOS instructions for these operations. This creates friction for Linux/macOS users who may not have access to PowerShell or .bat scripting environments.
Recommendations
  • Provide Azure CLI (az) equivalents for role creation and assignment, as Azure CLI is cross-platform.
  • Include Bash script examples alongside .bat scripts for cleanup operations.
  • Explicitly mention that PowerShell Core is available on Linux/macOS, or link to relevant installation guides.
  • Where possible, use REST API examples (with curl) for operations like role assignment and token generation.
  • Order examples so that cross-platform solutions (CLI, REST) are presented before or alongside Windows-specific tools.
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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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-10 00:00 #107 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets