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
windows_tools
Summary
The documentation page consistently presents Azure PowerShell examples before Azure CLI examples, and includes PowerShell as a primary automation tool throughout. This ordering and tool selection favors Windows users, as PowerShell is traditionally a Windows-centric technology. There are no Linux shell (bash) or platform-agnostic examples, and no mention of Linux-specific patterns or tools. The Azure CLI is cross-platform, but its examples are always secondary to PowerShell, reinforcing a Windows-first approach.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present Azure CLI first to reflect its cross-platform nature.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide bash shell usage examples where appropriate.
  • Include notes or examples for Linux users, such as using bash scripts or integrating with Linux automation tools.
  • Reduce reliance on PowerShell as the primary scripting example, or provide parity by including equivalent bash or shell script snippets.
  • Clarify that Azure PowerShell is available on Linux and macOS, if retaining PowerShell examples, to reduce perception of Windows exclusivity.
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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