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
windows_first
Summary
The documentation is heavily biased towards Windows environments, specifically PowerShell. All configuration steps and code samples use Azure PowerShell cmdlets, with no mention of Azure CLI, Bash, or Linux-native tools. Installation instructions and command references assume a Windows/PowerShell context, and there are no parallel examples for Linux users. The structure and language also prioritize Windows tooling and patterns, making it less accessible for users on Linux or macOS.
Recommendations
  • Provide equivalent Azure CLI examples for each PowerShell command, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Include installation instructions for Azure CLI and reference Bash or shell scripting where appropriate.
  • Explicitly state that the procedures can be performed from Linux/macOS using Azure CLI, and provide links to relevant documentation.
  • Where XML configuration files are referenced, clarify that editing and uploading can be done from any OS, and provide cross-platform guidance.
  • Reorganize sections so that cross-platform (CLI) instructions are presented alongside or before Windows/PowerShell-specific instructions.
  • Add a note at the beginning clarifying OS/tooling requirements and offering parity for Linux/macOS 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets