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 provides both Bash and Azure PowerShell examples for all CLI steps, but PowerShell is given equal prominence to Bash, and is explicitly called out as a required shell in prerequisites. There is a slight Windows bias in the consistent inclusion of Azure PowerShell examples, even for steps that are natively cross-platform (Azure CLI), and in the assumption that users may use PowerShell locally. There are no explicit Linux-only examples or mentions of Linux-specific tools or patterns. The language SDK examples (Python, JavaScript, Java, C#) are Bash-centric, but the overall parity between Windows and Linux is not fully clear, and PowerShell is sometimes presented before Bash in variable naming conventions and explanations.
Recommendations
  • Clarify that Azure CLI commands work equally well on Linux, macOS, and Windows, and that Bash is available on all platforms.
  • Make Bash the default/primary example, with PowerShell as an optional tab for Windows users.
  • Add explicit notes for Linux/macOS users, including shell environment setup and common editors (e.g., mention nano/vim in addition to VS Code).
  • Where PowerShell is used, explain its cross-platform availability, or clarify when it is Windows-specific.
  • Consider including Linux-specific troubleshooting or environment setup steps, such as package manager commands for dependencies.
  • Avoid listing PowerShell as a prerequisite unless it is strictly required; emphasize Bash or sh for cross-platform compatibility.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets