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 mild Windows bias, most notably in the section on obtaining managed identity tokens within Batch nodes. The Windows/PowerShell example is presented first, followed by the Linux/Bash example. Additionally, PowerShell is mentioned as a tool for creating managed identities before Linux alternatives (Azure CLI), and the Instance Metadata Service reference links to the Windows VM documentation. However, the page does provide Linux examples and mentions the Azure CLI, so the bias is not exclusive.
Recommendations
  • Present Linux/Bash examples before or alongside Windows/PowerShell examples to avoid implicit prioritization.
  • Reference both Windows and Linux documentation for the Instance Metadata Service, or use a neutral link.
  • Explicitly mention Azure CLI as the primary cross-platform tool for creating managed identities, and provide example commands.
  • Ensure parity in all code samples and instructions, offering both Windows and Linux alternatives where applicable.
  • Consider adding a table or section comparing steps/tools for both platforms to reinforce cross-platform support.
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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
2026-01-12 00:00 #243 cancelled 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