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 Windows bias in several ways: Windows tools and patterns (PowerShell, RDP, Windows paths) are mentioned before or instead of Linux equivalents, troubleshooting steps and error messages often reference Windows-specific environments, and command-line examples (such as for network troubleshooting) use Windows commands (PowerShell, nslookup, ping) without providing Linux alternatives. There are also references to Windows-specific concepts (e.g., time.windows.com, RDP, Windows file paths) and some troubleshooting steps assume a Windows management machine. Linux-specific troubleshooting and command examples are largely missing, except for a brief mention of glibc errors.
Recommendations
  • Provide Linux equivalents for all command-line troubleshooting steps (e.g., use 'dig', 'host', or 'ping' for DNS/network checks on Linux).
  • Include Linux-specific instructions for common operations (e.g., SSH folder permissions, proxy configuration, log collection).
  • When referencing tools like PowerShell or RDP, also mention Linux alternatives (e.g., SSH, Remmina, xfreerdp).
  • Avoid Windows-centric terminology (e.g., Windows file paths, time.windows.com) or supplement with Linux equivalents (e.g., /etc/hosts, ntp.org).
  • Ensure error messages and troubleshooting steps are relevant for both Windows and Linux environments.
  • Add explicit guidance for supported Linux distributions and their requirements, especially for CLI and deployment scenarios.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Biased Biased
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Biased Biased
2026-02-16 00:00 #387 in_progress Biased Biased
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Biased Biased
2026-02-13 00:00 #375 in_progress Biased Biased
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Biased Biased
2026-02-09 00:00 #359 completed Biased Biased
2026-02-08 00:00 #355 completed Biased Biased
2026-02-05 00:00 #343 completed Biased Biased
2026-02-04 00:00 #339 completed Biased Biased
2026-02-03 00:00 #335 completed Biased Biased
2026-02-02 00:00 #331 completed Biased Biased
2026-02-01 00:00 #327 completed Biased Biased
2026-01-31 00:00 #323 completed Biased Biased
2026-01-30 00:00 #319 completed Biased Biased
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets