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
missing_linux_example
Summary
The documentation provides examples for Azure CLI, Azure PowerShell, and the Azure Portal, but does not include explicit Linux shell (bash/zsh) or scripting examples. While Azure CLI is cross-platform, the presence of Azure PowerShell examples (which are more commonly used on Windows) and the lack of Linux-specific shell usage or notes may indicate a subtle Windows bias. Additionally, PowerShell examples are always presented alongside CLI, and there is no mention of Linux-specific considerations (such as escaping quotes in bash, or using jq for output parsing).
Recommendations
  • Add explicit bash/zsh examples for each query, showing how to run az graph query in a Linux shell, including any necessary escaping or output parsing.
  • Include notes about differences in shell quoting and escaping between Windows (PowerShell) and Linux (bash/zsh).
  • If output parsing or further scripting is common, provide examples using Linux tools (e.g., jq, grep, awk) to process results.
  • Clarify that Azure CLI is cross-platform and highlight any platform-specific caveats.
  • Consider reordering examples so that cross-platform tools (Azure CLI) are presented before platform-specific ones (PowerShell), or group them together under a 'Scripting' heading.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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 Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets