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
Summary
The troubleshooting guide for Azure Service Bus generally provides cross-platform guidance, but there are several instances of Windows bias. In the connectivity section, PowerShell (`tnc`) and Windows-specific tools (`psping.exe`) are mentioned first or exclusively, with Linux equivalents provided later or less prominently. The logging and diagnostics sections focus on .NET and Windows-centric tools, with little mention of Linux/macOS alternatives. Some troubleshooting steps and examples (e.g., using Visual Studio, PowerShell, or Windows-only utilities) may create friction for Linux/macOS users.
Recommendations
  • Present Linux/macOS commands and tools alongside Windows examples, and avoid listing Windows tools first unless they are more widely applicable.
  • For network troubleshooting, provide equivalent Linux/macOS commands (e.g., `nc`, `telnet`, `ss`, `nmap`) with equal prominence and detail.
  • When referencing Windows-only tools (e.g., `psping.exe`), suggest cross-platform alternatives (e.g., `hping`, `iperf`, or native shell scripts) and provide usage examples.
  • Expand logging and diagnostics guidance to include cross-platform approaches, such as using OpenTelemetry, native Linux/macOS logging tools, or SDK features available on all platforms.
  • Clarify when instructions are Windows-specific and provide parallel steps for Linux/macOS where possible.
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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