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
windows_tools
Summary
The documentation page exhibits a moderate Windows bias. PowerShell examples are provided in detail and are shown before Azure CLI equivalents. The use of PowerShell (a Windows-centric tool) is prominent, and instructions often reference Windows-first workflows (e.g., 'Connect-AzAccount', PowerShell cmdlets). While Azure CLI examples are present, they are less detailed and typically follow PowerShell instructions. There is no explicit mention of Linux/macOS-specific considerations, nor are there examples using Bash or shell scripting, which are common on those platforms.
Recommendations
  • Provide Azure CLI examples before or alongside PowerShell examples to avoid Windows-first perception.
  • Expand Azure CLI sections with detailed, step-by-step instructions and explanations matching the PowerShell coverage.
  • Include notes or examples for Linux/macOS users, such as shell scripting alternatives or environment-specific caveats.
  • Clarify that Azure CLI and portal workflows are fully supported on Linux/macOS, and highlight any cross-platform differences.
  • Consider including Bash script snippets or references to automation on Linux/macOS.
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 Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets