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 provides both Azure CLI and PowerShell examples for all steps, but PowerShell is featured as the only alternative to Azure CLI, with no mention of Linux-specific shell environments (e.g., Bash, Zsh) or macOS. The PowerShell examples are presented alongside CLI, suggesting a Windows-centric approach. There are no Linux-specific instructions, troubleshooting tips, or references to Linux tools or shell scripting patterns. The use of environment variables is shown in Bash for CLI, but the PowerShell alternative is always present and sometimes appears first. No Linux-only issues, such as file permissions or package installation, are discussed.
Recommendations
  • Add explicit Bash and/or Zsh examples for Linux/macOS users, not just generic Azure CLI blocks.
  • Include troubleshooting notes for Linux environments (e.g., file permissions, package dependencies, path differences).
  • Mention that PowerShell is available cross-platform, but clarify that Bash is the default on most Linux distributions.
  • Where environment variables are set, provide examples using export (Bash) and note differences in variable syntax between shells.
  • Add a section or notes on running these commands on Linux, including prerequisites such as installing kubectl and Azure CLI via package managers.
  • Consider reordering examples so that Bash/Azure CLI comes first, followed by PowerShell, to avoid Windows-first perception.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-16 00:00 #258 completed Biased Biased
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 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
2025-09-11 00:00 #108 completed 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