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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation demonstrates a Windows bias by consistently providing Azure PowerShell examples before Azure CLI, referencing PowerShell-specific tools and patterns, and omitting Linux-specific shell or scripting examples. Resource lock operations for record sets are only documented for PowerShell, with no CLI or Linux alternatives. There is no mention of Linux-native tools, nor are bash or shell script examples provided, despite Azure CLI being cross-platform.
Recommendations
  • Provide Azure CLI examples before or alongside PowerShell examples to emphasize cross-platform parity.
  • Include bash/shell script snippets for Azure CLI commands to demonstrate usage on Linux/macOS.
  • Explicitly state platform compatibility for each tool and example, clarifying when features are Windows-only or cross-platform.
  • Where functionality is unavailable in Azure CLI (e.g., record set locks), acknowledge the limitation and suggest workarounds for Linux users.
  • Add a section or note on using these tools from Linux/macOS, including installation and environment setup guidance.
  • Avoid language or ordering that implies PowerShell is the default or preferred method, unless required by Azure platform limitations.
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