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 deployment command examples for both Azure CLI and Azure PowerShell, but the PowerShell example is given equal prominence to the CLI example, despite PowerShell being primarily associated with Windows. There are no explicit Linux shell (bash) examples, nor is there mention of Linux-specific tooling or patterns. The documentation does not clarify cross-platform compatibility for the commands, and references to Cloud Shell do not specify shell type. This may lead to a perception of Windows bias, especially for users seeking Linux-first guidance.
Recommendations
  • Add explicit bash shell examples for Azure CLI usage, demonstrating deployment from a Linux environment.
  • Clarify that Azure CLI commands work cross-platform (Windows, Linux, macOS), and provide notes on any OS-specific considerations.
  • When referencing Cloud Shell, specify both Bash and PowerShell options, and provide examples for each.
  • Consider listing Azure CLI (bash) examples before PowerShell examples, or provide a tabbed interface with clear OS/shell distinctions.
  • Mention Linux-native tools or patterns where relevant, such as scripting deployments with bash or using automation tools common in Linux environments.
GitHub Create Pull Request

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 Clean Clean

Flagged Code Snippets