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
windows_tools
powershell_heavy
windows_first
Summary
The documentation page demonstrates bias toward Windows by listing Azure PowerShell as a method for creating public IP addresses alongside Azure CLI and the portal, with PowerShell mentioned explicitly and without equivalent Linux shell examples. The order of tools places PowerShell after CLI, but the lack of Linux-specific shell (e.g., Bash) or scripting examples, and no mention of Linux-native tools or patterns, reinforces a Windows-centric approach. Additionally, no Linux command-line examples (such as Bash scripts or references to Linux package managers) are provided, and the documentation does not clarify cross-platform compatibility for the listed tools.
Recommendations
  • Include explicit Bash or Linux shell examples for creating public IP addresses using Azure CLI.
  • Clarify that Azure CLI is cross-platform and can be used on Linux, macOS, and Windows.
  • Add guidance or links for installing and using Azure CLI on Linux systems.
  • Avoid listing PowerShell as a primary method unless parity is provided for Linux users (e.g., Bash equivalents).
  • Consider reordering tool lists to start with platform-neutral or Linux-friendly options (e.g., Azure CLI, Bash) before mentioning PowerShell.
  • Add notes or sections highlighting Linux usage patterns and best practices for Azure Batch pool creation.
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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
2026-01-06 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