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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a mild Windows bias. PowerShell and Windows-centric tools are mentioned as onboarding channels before Linux equivalents, and references to authentication and permissions link to Windows-specific tutorials. While Linux is acknowledged as a supported platform and the extension-based installation is described as working for both Windows and Linux, examples, walkthroughs, and links tend to prioritize Windows or PowerShell. There are no explicit Linux shell or configuration examples, and the documentation does not provide parity in guidance for Linux-specific scenarios or tools.
Recommendations
  • Provide explicit Linux shell (bash) and configuration examples alongside PowerShell examples for installation, management, and troubleshooting.
  • Ensure onboarding channels (e.g., Azure CLI, REST API) are demonstrated with Linux usage and not only PowerShell.
  • Include links to Linux-specific authentication and permissions tutorials, such as managed identities for Linux VMs.
  • Clarify any differences in behavior, accounts, or permissions between Windows and Linux Hybrid Runbook Workers.
  • Add troubleshooting steps and examples for common Linux-specific issues.
GitHub Create Pull Request

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