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 mild Windows bias. In the section on retrieving managed identity tokens within Batch nodes, the Windows/PowerShell example is presented before the Linux/Bash equivalent. Additionally, PowerShell is mentioned explicitly as the scripting tool for Windows, while Bash is used for Linux. However, both examples are present, and the rest of the documentation generally maintains cross-platform parity, including references to both Windows and Linux in pool creation and configuration steps.
Recommendations
  • Present Linux and Windows examples side-by-side or alternate which is shown first to avoid implicit prioritization.
  • Explicitly mention that both Windows and Linux nodes are supported throughout the documentation, especially in code and script examples.
  • Where possible, provide examples using cross-platform tools (e.g., Azure CLI) before platform-specific tools like PowerShell.
  • Include a table or section summarizing equivalent commands for both Windows and Linux to improve clarity for all users.
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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