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 exhibits a Windows bias in several ways: Windows-specific tools and commands (WinRM, PowerShell) are mentioned first and in more detail, with explicit instructions (e.g., 'winrm qc' command) and requirements (PowerShell version 3.0+). Windows connection patterns (WinRM, TrustedHosts) are described before Linux equivalents (SSH), and troubleshooting steps often reference Windows tools and error codes. Linux instructions are present but less detailed, and Linux-specific onboarding or troubleshooting examples are missing.
Recommendations
  • Provide Linux onboarding examples and command-line instructions (e.g., how to verify SSH access, required packages, or agent installation on Linux).
  • Mention Linux prerequisites (such as required SSH configuration, supported distributions, and package dependencies) with the same level of detail as Windows.
  • Include troubleshooting steps and error codes specific to Linux, not just SSH timeouts.
  • Present Windows and Linux instructions in parallel, or alternate which is mentioned first, to avoid 'windows_first' ordering.
  • Reference Linux tools and patterns (e.g., systemd, journalctl, SSH key management) where appropriate, alongside Windows tools.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased