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 provides examples for REST, PowerShell, and Azure CLI, but PowerShell is given prominent placement and detailed instructions, including references to Azure Cloud Shell and copy-paste instructions that are Windows-centric. PowerShell is traditionally a Windows tool, and its inclusion before Azure CLI may signal a Windows-first approach. There is no explicit mention of Linux/macOS alternatives for tasks like obtaining object IDs outside the Azure portal, and the use of ARMClient (a .NET tool) for API calls may also favor Windows environments.
Recommendations
  • Ensure Azure CLI examples are presented before or alongside PowerShell, as CLI is cross-platform.
  • Explicitly mention that Azure CLI and REST examples work on Linux/macOS and provide any necessary platform-specific notes.
  • Add instructions for obtaining object IDs using CLI or REST, not just via the Azure portal UI.
  • If recommending tools like ARMClient, note their cross-platform compatibility or suggest alternatives for Linux/macOS users.
  • Avoid copy-paste instructions that assume Windows behaviors (e.g., right-click to paste) and provide platform-neutral guidance.
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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 Clean Clean
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
2025-08-24 00:00 #90 cancelled 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
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets