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 presenting Azure PowerShell examples first, followed by Azure CLI. There are no Linux-specific shell examples (e.g., Bash scripts), nor are there references to Linux-native tools or patterns. The use of PowerShell as the primary example and the absence of explicit Linux context or troubleshooting guidance suggests a preference for Windows environments.
Recommendations
  • Add Bash shell script examples for Linux users, especially for common deployment scenarios.
  • Include notes or sections on Linux-specific considerations, such as file permissions, environment variables, or troubleshooting steps relevant to Linux.
  • Ensure parity in example ordering by alternating or randomizing the order of PowerShell and CLI examples, or by explicitly stating that both Windows and Linux are supported equally.
  • Reference Linux-native tools or patterns where applicable, such as using cloud-init or other automation tools popular in Linux environments.
  • Clarify that Azure CLI commands can be run natively on Linux, macOS, and Windows, and provide links to installation guides for each platform.
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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
2025-08-22 00:01 #88 completed Clean Clean
2025-07-22 00:01 #57 completed 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