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 page demonstrates a Windows bias by consistently presenting PowerShell examples before Azure CLI equivalents, and by providing more detailed, step-by-step instructions for PowerShell users. The portal instructions are also Windows-centric, as the Azure portal is most commonly accessed from Windows environments. There are no explicit Linux-specific examples, nor is there mention of Linux shell scripting or tooling. The CLI examples are present, but often after PowerShell, and with less explanatory detail.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present CLI examples first to avoid implicit prioritization of Windows tooling.
  • Provide equivalent step-by-step instructions for Azure CLI usage, matching the detail given to PowerShell.
  • Include notes or examples for Linux shell environments (e.g., bash scripting, environment variables) where relevant.
  • Explicitly state that both Azure CLI and PowerShell are cross-platform, and clarify usage on Linux/macOS.
  • Add troubleshooting or usage tips for Linux users, such as differences in authentication or file paths.
  • Consider adding a section or tab for Linux-specific workflows or common scenarios.
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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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets