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
Summary
The documentation generally maintains good cross-platform parity, but in the section on obtaining managed identity tokens within Batch nodes, the Windows (PowerShell) example is presented before the Linux (Bash) example. No other significant Windows bias is present: both Azure CLI and PowerShell are mentioned for identity creation, and code samples use cross-platform .NET. All critical steps are accessible to Linux/macOS users.
Recommendations
  • Present Linux/Bash and Windows/PowerShell examples side-by-side or alternate which is shown first to avoid implicit prioritization.
  • Explicitly mention that all steps and code samples are applicable to both Windows and Linux Batch nodes where relevant.
  • Where possible, provide Azure CLI examples before or alongside PowerShell to reflect common cross-platform usage.
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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