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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing detailed PowerShell examples for job definition creation, referencing Windows-centric tools and patterns, and omitting equivalent Linux CLI or scripting examples. The PowerShell section is the only command-line example, and there is no mention of Linux-native tools (such as Bash, Azure CLI, or shell scripting). The structure and order of examples also prioritize Windows approaches, with no guidance for Linux users.
Recommendations
  • Add equivalent Linux command-line examples using Azure CLI (az) and Bash scripting for all operations shown in PowerShell.
  • Explicitly mention platform support and clarify that both Windows and Linux agents/endpoints are supported.
  • Provide guidance for Linux users on prerequisites, such as installing Azure CLI, authenticating, and managing endpoints.
  • Include troubleshooting notes relevant to Linux environments (e.g., file permissions, NFS mount issues).
  • Ensure that documentation images and walkthroughs do not assume a Windows-only environment.
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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 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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets