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 Windows bias in several areas: troubleshooting commands and tooling are presented with Windows/PowerShell examples first or exclusively, such as 'tnc' (Test-NetConnection) and 'psping.exe', with Linux alternatives mentioned only secondarily or not at all. Diagnostic and logging instructions focus on .NET and Windows-centric tools (EventSource, Application Insights), with little or no mention of Linux-native equivalents or cross-platform SDKs. Some troubleshooting steps and recommendations reference Windows-specific patterns and tools before their Linux counterparts, and several examples lack Linux parity.
Recommendations
  • Present Linux and Windows troubleshooting commands side-by-side, giving equal prominence (e.g., show 'telnet' and 'nc' before or alongside 'tnc').
  • Include Linux-native diagnostic tools and instructions (e.g., mention 'tcpdump', 'strace', 'journalctl', or 'systemd' logging for diagnostics).
  • Reference cross-platform SDKs and libraries (e.g., Python, Java, Node.js) in troubleshooting and authentication sections, not just .NET.
  • Provide examples for both PowerShell and Bash/shell scripts where applicable.
  • Mention Linux equivalents for Windows-only tools (e.g., alternatives to 'psping.exe' such as 'hping3', 'nmap', or 'ping' with options).
  • Clarify when a tool or step is Windows-specific and offer Linux/macOS alternatives.
  • Add links to Linux documentation and troubleshooting guides for Azure Service Bus.
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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
2025-09-11 00:00 #108 completed 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
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-21 00:00 #56 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets