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
missing_linux_example
windows_tools
Summary
The documentation page provides extensive Azure PowerShell examples for every scenario, but does not offer equivalent examples for Linux or cross-platform command-line tools such as Azure CLI, Bash, or REST API. All scripting and automation guidance is focused on PowerShell, which is primarily a Windows tool, and there are no references to Linux-native workflows or tools. This creates a strong Windows bias, making it harder for Linux users to follow or automate these procedures.
Recommendations
  • Add equivalent Azure CLI examples for each scenario, showing how to perform the same role assignment condition tasks using az commands.
  • Include Bash script samples for testing and automation, especially for blob operations (e.g., using az storage blob commands).
  • Reference REST API calls for advanced users who may want to automate via curl or other Linux-native tools.
  • Explicitly mention cross-platform compatibility and provide guidance for both Windows and Linux users.
  • Where PowerShell is used, clarify that Azure PowerShell is available on Linux, but also provide alternatives for users who prefer native Linux 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
2026-01-11 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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets