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_tools
windows_first
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. PowerShell and Windows-specific tools (NetQosPolicy, Windows Scheduled Tasks) are used exclusively in the bandwidth throttling example, with no Linux equivalents or cross-platform alternatives provided. Windows operating systems are listed first in support matrices and migration scenarios, and Windows-centric migration use cases (Active Directory, IIS/ASP.NET) are described in detail, while Linux-specific migration scenarios and tools are less emphasized or omitted. There are no Linux shell or tool examples for common operational tasks, such as bandwidth throttling or automation.
Recommendations
  • Provide equivalent Linux examples for operational tasks, such as bandwidth throttling (e.g., using tc, wondershaper, or iptables on Linux).
  • Include Linux shell script examples alongside PowerShell for automation and scheduled tasks.
  • Present operating system support tables in a neutral order (e.g., alphabetical or grouped by OS family) rather than listing Windows first.
  • Expand migration scenarios and troubleshooting guidance for popular Linux workloads (e.g., Apache, Nginx, PostgreSQL, MySQL) and mention Linux-specific migration considerations.
  • Explicitly state cross-platform support and highlight any differences or limitations for Linux users.
  • Reference Linux-native tools and patterns where appropriate, and provide links to relevant documentation for Linux users.
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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
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
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

Flagged Code Snippets