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 moderate Windows bias. PowerShell is frequently referenced for key operations (such as linking partner IDs and managing ownership), and PowerShell examples are given before Azure CLI equivalents. The validation section only mentions PowerShell and the Azure portal, with no explicit Linux/macOS validation guidance. The use of PowerShell cmdlets is highlighted for tasks where GUI or CLI alternatives may exist, and PowerShell is presented as a primary automation tool. Azure CLI is included, but generally after PowerShell, and some product tooling tables show PowerShell as the only automation option for certain tasks (e.g., Power BI publishing). There is no mention of Linux/macOS-specific guidance, nor are Bash or shell script examples provided.
Recommendations
  • Provide explicit Linux/macOS validation instructions (e.g., using Azure CLI or portal on non-Windows platforms).
  • Ensure Azure CLI examples are given equal prominence to PowerShell, and consider presenting CLI examples first or side-by-side.
  • Where PowerShell is referenced, clarify that Azure CLI is fully cross-platform and provide Bash/shell script equivalents where appropriate.
  • Add notes about platform compatibility for each tool, especially in tooling tables.
  • Include troubleshooting or installation guidance for Linux/macOS users (e.g., installing Azure CLI on Ubuntu, using PowerShell Core on macOS/Linux).
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-16 00:00 #52 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets