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
Summary
The documentation provides pivots for multiple programming languages and tools, including Azure CLI and PowerShell. PowerShell is a Windows-specific tool and is given its own pivot, which may indicate a bias towards Windows environments. There is no explicit mention of Linux-specific tools or shell examples (e.g., bash), and PowerShell is presented alongside Azure CLI, which is cross-platform, but no Linux shell examples are provided. The troubleshooting and resource cleanup sections do not mention platform-specific steps, but the inclusion of PowerShell as a primary pivot suggests a Windows-first approach.
Recommendations
  • Add explicit bash or Linux shell examples alongside PowerShell, especially for command-line tasks.
  • Clarify in each pivot which platforms are supported (e.g., note that Azure CLI works on Linux/macOS/Windows, while PowerShell is primarily Windows-focused).
  • Consider adding a 'programming-language-bash' or 'programming-language-linux-shell' pivot for parity.
  • Where PowerShell is mentioned, provide equivalent Linux commands or scripts to ensure cross-platform accessibility.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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