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 example workflows for Azure portal, Azure CLI, and PowerShell. PowerShell is presented as a first-class method alongside CLI, with detailed, multi-step instructions and references to Windows-specific cmdlets and object models. There are no Linux/macOS shell or scripting examples (e.g., Bash, zsh), nor any mention of Linux-specific tools or patterns. The CLI examples are cross-platform, but PowerShell is Windows-centric and is described in greater detail than CLI, suggesting a Windows-oriented bias.
Recommendations
  • Add Bash/zsh shell scripting examples for managing environment variables, especially for automation scenarios on Linux/macOS.
  • Clarify that Azure CLI commands work on Linux/macOS and Windows equally, and consider showing CLI examples before PowerShell.
  • Reduce the length and detail of PowerShell sections unless parity is provided for Linux shell scripting.
  • Explicitly mention cross-platform support for Azure CLI and provide links to Linux/macOS installation guides.
  • If PowerShell is shown, consider including PowerShell Core (pwsh) usage notes for Linux/macOS users.
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets