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
windows_tools
Summary
The documentation consistently presents PowerShell examples alongside Azure CLI and portal instructions, with PowerShell often mentioned before Azure CLI. PowerShell is a Windows-centric tool, and there are no explicit Linux shell (bash) or cross-platform scripting examples. The documentation does not mention Linux-specific tools or patterns, nor does it clarify the cross-platform nature of Azure CLI. This results in a subtle bias toward Windows users and workflows, potentially making the content less accessible to Linux administrators.
Recommendations
  • Add explicit bash (Linux shell) examples for each operation, demonstrating use of Azure CLI in a Linux environment.
  • Clarify that Azure CLI is cross-platform and can be used on Windows, Linux, and macOS.
  • Where PowerShell is presented, also show equivalent bash scripting for Linux users.
  • Avoid presenting PowerShell before Azure CLI unless there is a technical reason; consider alternating or prioritizing CLI for cross-platform parity.
  • Mention Linux tools or scripting environments where relevant, and provide guidance for Linux users (e.g., installation instructions for Azure CLI on Linux).
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 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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets