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_first
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is featured prominently and mentioned before Azure CLI in several places. The deployment instructions and resource cleanup steps both provide PowerShell and CLI tabs, but PowerShell is presented first and uses Windows-centric commands and patterns. The use of Azure Cloud Shell is platform-neutral, but the overall structure and examples lean towards Windows/PowerShell users. There are no explicit Linux shell examples (e.g., bash scripting), and Windows tools (PowerShell) are given equal or greater prominence than cross-platform alternatives.
Recommendations
  • Alternate the order of CLI and PowerShell examples so that Azure CLI (which is cross-platform and more familiar to Linux users) appears first in some sections.
  • Explicitly mention that Azure CLI commands can be run from Bash on Linux/macOS, and provide example shell environments where appropriate.
  • Add a note clarifying that PowerShell is available cross-platform, but Azure CLI may be more familiar to Linux users.
  • Provide example commands using Bash scripting for resource deployment and cleanup, especially for Linux/macOS users.
  • Avoid using Windows-centric terminology (e.g., 'PowerShell') as the default or primary method unless justified by usage statistics.
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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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets