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 page lists both Windows and Linux-related endpoints, but there is a notable Windows bias: Windows NTP server ('time.windows.com') is mentioned specifically, and several endpoints reference Windows in their names (e.g., 'login.windows.net', 'servicebus.windows.net'). Windows-specific tools and services (such as Azure CLI installer download, Windows NTP, and diagnostic data from Windows) are referenced, while Linux equivalents (e.g., Linux NTP servers) are not mentioned or explained. The ordering of examples and notes often puts Windows endpoints first or exclusively, with Linux details only briefly referenced (e.g., 'Download Linux installation package' for packages.microsoft.com).
Recommendations
  • Explicitly mention Linux NTP server options (e.g., 'ntp.ubuntu.com', 'pool.ntp.org') alongside 'time.windows.com', and clarify when Windows NTP is required versus when Linux NTP is supported.
  • For endpoints and services that are cross-platform (e.g., Azure CLI), clarify installation steps or requirements for both Windows and Linux management machines.
  • Add notes or examples for Linux-based management machines and appliance VMs, especially where Windows-specific endpoints or tools are referenced.
  • Ensure Linux-related endpoints and tools are presented with equal prominence and detail as Windows ones.
  • Where diagnostic data is referenced as 'from Windows', clarify if Linux appliance VMs also send diagnostic data and provide relevant endpoints.
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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 Clean Clean
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