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 key operations, but PowerShell examples are always present and shown alongside CLI, and links to PowerShell reference are included. The CLI examples are cross-platform, but PowerShell is a Windows-centric tool. In some sections, PowerShell is listed before REST API, and links to PowerShell documentation are prominent. There are no Linux/macOS-specific instructions or notes, and no mention of Bash scripting or Linux-specific tooling. The overall flow is neutral, but the inclusion and prominence of PowerShell may create a slight Windows bias.
Recommendations
  • Explicitly note that Azure CLI is cross-platform and suitable for Linux/macOS users.
  • Consider listing Azure CLI examples before PowerShell to emphasize cross-platform parity.
  • Add brief notes or links for Linux/macOS users, such as installation instructions for Azure CLI.
  • Avoid unnecessary references to PowerShell unless a feature is truly Windows-only.
  • Where possible, provide Bash script examples for automation alongside PowerShell.
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 Clean Clean
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