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_tools
windows_first
Summary
The documentation mentions Windows-specific tools such as PowerShell cmdlets and Remote Desktop (RDP) access before their cross-platform or Linux equivalents. PowerShell is listed first in the command-line tools section, and RDP is referenced for node access without mentioning SSH, which is the standard for Linux nodes. However, the Azure CLI and Batch Explorer are described as cross-platform, and the API/library coverage is broad and language-neutral.
Recommendations
  • In the 'Batch command-line tools' section, list Azure CLI before PowerShell to emphasize cross-platform support.
  • In the 'Other tools for application development' section, when discussing remote access to compute nodes, mention SSH for Linux nodes alongside RDP for Windows nodes.
  • Where possible, clarify which tools and examples are applicable to Linux/macOS environments, and provide links or notes for Linux-specific workflows.
  • Ensure that code samples and tutorials for Python, JavaScript, and Java are highlighted equally with .NET/C# examples.
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Scan History

Date Scan Status Result
2026-01-18 00:00 #266 completed Biased Biased
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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased