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
Summary
The documentation consistently presents PowerShell (Windows-centric) examples before Azure CLI (cross-platform) examples in all code tabs and output sections. PowerShell is given equal or greater prominence than CLI, despite CLI being more universally applicable across Linux and macOS. There are no Linux-specific instructions, nor is Bash scripting or Linux terminal usage mentioned. The workflow and screenshots are portal-based and do not show OS-specific tools, but the ordering and emphasis favor Windows/PowerShell users.
Recommendations
  • Present Azure CLI examples before PowerShell in all code tabs and output sections, as CLI is cross-platform and preferred for Linux users.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide guidance for running CLI in Bash or native Linux terminals.
  • Add a note or section for Linux users, e.g., how to install Azure CLI on Linux, or how to use Bash scripts for automation.
  • Where possible, include screenshots or instructions that show CLI usage in a Linux terminal (not just Cloud Shell or portal).
  • Review all quickstarts and tutorials for similar ordering and ensure Linux parity in example prominence and instructions.
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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
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets