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
windows_first
powershell_heavy
Summary
The documentation page demonstrates Windows bias by listing Azure PowerShell as a method for creating public IP addresses alongside Azure CLI and the portal, with PowerShell mentioned last but still present. There are no explicit Linux-specific tools or shell examples (e.g., Bash, cloud-init), and the only command-line examples provided are generic (REST API and Azure CLI), but the inclusion of PowerShell and lack of Linux-specific alternatives or parity in scripting tools suggests a subtle bias toward Windows users and workflows.
Recommendations
  • Add explicit Linux shell (Bash) examples for creating public IP addresses using Azure CLI.
  • Mention and provide parity for Linux automation tools (e.g., cloud-init, shell scripts) where relevant.
  • Clarify that Azure CLI is cross-platform and provide example commands for both Windows (PowerShell) and Linux (Bash) environments.
  • Consider listing Azure CLI before PowerShell to emphasize cross-platform support.
  • If PowerShell is mentioned, also mention Bash or other Linux-native tools to balance the presentation.
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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