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 demonstrates a Windows bias by consistently presenting Azure PowerShell (a Windows-centric tool) examples before Azure CLI, using PowerShell-specific patterns and terminology, and referencing PowerShell modules and commands in detail. The Azure CLI (more cross-platform) examples are present but often less detailed, and the overall structure and notes favor PowerShell usage and installation, which is most common on Windows.
Recommendations
  • Alternate the order of examples so that Azure CLI is presented first in some sections, or present both examples side-by-side.
  • Ensure equal detail and explanation for both Azure PowerShell and Azure CLI instructions, including troubleshooting and environment setup.
  • Add explicit notes highlighting that Azure CLI is fully supported on Linux and macOS, and provide links to installation guides for those platforms.
  • Avoid language that implies PowerShell is the default or preferred tool; instead, clarify that both PowerShell and CLI are supported and cross-platform.
  • Include example shell environments (e.g., Bash) for CLI commands to reinforce Linux parity.
  • Review and update reusable content includes to ensure they do not favor Windows or PowerShell environments.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets