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 page demonstrates a moderate Windows bias. It repeatedly references PowerShell and the Azure portal (both Windows-centric tools) before mentioning Azure CLI. There are no explicit Linux/macOS examples or mentions of Linux-specific tools or workflows. The phrase 'portal, PowerShell, or Azure CLI' is used, with PowerShell consistently listed before CLI, and no Bash or Linux shell examples are provided. This may create friction for Linux/macOS users who rely on CLI or SDKs in their environments.
Recommendations
  • Add explicit examples for Linux/macOS environments, such as Bash scripts using Azure CLI.
  • When listing tools, alternate the order or mention Azure CLI first to avoid implicit prioritization of Windows tools.
  • Include screenshots or walkthroughs for Azure CLI usage on Linux/macOS.
  • Clarify that all SDKs and CLI commands work cross-platform, and provide links to Linux/macOS installation guides.
  • Avoid grouping PowerShell and CLI together as if they are equivalent; highlight CLI as the preferred cross-platform tool.
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
2026-01-11 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 Biased Biased
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased