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 examples for Azure CLI, Azure PowerShell, and Azure Portal. While Azure CLI is cross-platform, the inclusion of Azure PowerShell examples introduces a Windows bias, as PowerShell is traditionally a Windows-centric tool (despite recent cross-platform support). Additionally, the PowerShell examples are given equal prominence to CLI, and in some sections, PowerShell is listed before the portal, which may reinforce Windows-first patterns. No Linux-specific shell (e.g., Bash) or scripting examples are provided, nor are there any references to Linux tools or workflows beyond the CLI.
Recommendations
  • Clarify that Azure CLI commands work equally on Windows, Linux, and macOS.
  • Consider providing Bash script examples for automation scenarios, especially for Linux users.
  • If PowerShell is included, note its cross-platform support and provide links to installation instructions for Linux/macOS.
  • Avoid giving PowerShell examples equal or greater prominence than CLI unless justified by usage statistics.
  • Explicitly mention Linux compatibility and best practices where relevant (e.g., environment setup, authentication).
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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
2026-01-11 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