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 by providing only Azure PowerShell examples for scripting and automation, with no equivalent CLI or Bash examples for Linux users. The prerequisites and instructions for command-line operations exclusively reference PowerShell, and the example script is written entirely in PowerShell. There is no mention of Azure CLI, Bash, or Linux-specific tooling, and the documentation structure presents Windows-centric tools and patterns first and exclusively.
Recommendations
  • Add equivalent Azure CLI and/or Bash examples for adding artifacts to VMs, including full scripts and command breakdowns.
  • Include Linux-specific prerequisites, such as instructions for installing and using Azure CLI on Linux systems.
  • Explicitly mention that artifacts can run Bash commands and provide examples of doing so.
  • Balance the documentation structure so that Windows and Linux tooling are presented with equal prominence, or use tabs to separate PowerShell and CLI/Bash instructions.
  • Reference cross-platform tools and patterns where possible, and avoid assuming PowerShell as the default automation environment.
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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