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
windows_first
Summary
The documentation page exclusively provides examples using PowerShell and the armclient tool, which is primarily used on Windows. There are no examples or instructions for Linux or cross-platform command-line tools (such as curl, az CLI, or bash scripting). The use of PowerShell syntax and Windows-centric tooling appears throughout all API interaction examples, and there is no mention of Linux equivalents or alternative workflows. This creates a clear Windows bias and may hinder Linux users from following the instructions.
Recommendations
  • Provide equivalent examples using az CLI, curl, or bash scripts that work natively on Linux and macOS.
  • Explicitly mention cross-platform tools and workflows, and clarify which steps are OS-agnostic.
  • Add a section or callout for Linux users, including installation and usage instructions for armclient (if available), or recommend alternative tools.
  • Ensure that API examples are shown in a generic HTTP request format (e.g., curl) in addition to PowerShell/armclient.
  • Review all code blocks and ensure parity between Windows and Linux instructions, ideally presenting both side by side or in tabs.
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Scan History

Date Scan Status Result
2026-01-17 00:00 #262 completed Biased Biased
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
2026-01-06 18:15 #225 cancelled Clean Clean

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