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 demonstrates a moderate Windows bias. Azure PowerShell is consistently presented as a primary automation option alongside Azure CLI, and PowerShell examples are given equal prominence to CLI examples. The CLI examples are described as working in Bash or Azure PowerShell consoles, but there is no explicit mention of Linux/macOS terminals or shell environments. The documentation refers to Azure PowerShell and its cmdlets without clarifying cross-platform compatibility or providing alternative Linux/macOS shell scripting examples. Windows tools and patterns (PowerShell, `$variable` syntax) are shown before or equally with CLI, and there is no explicit assurance that all steps work identically on Linux/macOS. No Linux-specific issues, troubleshooting, or parity notes are provided.
Recommendations
  • Explicitly state that Azure CLI commands work on Linux/macOS Bash shells and provide example environments.
  • Clarify that Azure PowerShell is cross-platform, or provide links to installation/use on Linux/macOS.
  • Add Linux/macOS-specific troubleshooting notes or callouts where relevant (e.g., authentication, environment variables, file paths).
  • Where PowerShell is shown, also provide Bash scripting equivalents for resource ID extraction and variable assignment.
  • In sections where both CLI and PowerShell are presented, consider listing CLI first to reflect its cross-platform nature.
  • Add a brief section or note on platform compatibility for all tools discussed.
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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
2025-09-01 00:00 #98 cancelled Clean Clean
2025-08-01 00:00 #67 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets