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 documentation page demonstrates mild Windows bias. References to Windows tools and patterns (such as PowerShell and Windows-specific extension management) appear before or more prominently than their Linux equivalents. For example, in the section on installing the Network Watcher Agent extension, the link to 'Manage Network Watcher extension for Windows' is listed before the Linux version. The creation of connection monitors lists Azure PowerShell as a primary method, with no explicit mention of Azure CLI or Linux shell examples. Additionally, diagnostic and troubleshooting steps reference Windows-centric concepts (e.g., certificate stores) without Linux-specific guidance. There are no explicit Linux command-line examples, and PowerShell is mentioned as a way to set HTTP response codes, but not Bash/Azure CLI.
Recommendations
  • Ensure Linux equivalents (Azure CLI, Bash scripts, Linux extension management) are mentioned alongside or before Windows/PowerShell examples.
  • Provide explicit Linux command-line examples for key tasks such as creating connection monitors, managing extensions, and setting test configurations.
  • Balance references to Windows tools (PowerShell, certificate stores) with Linux alternatives (Azure CLI, OpenSSL, Linux certificate locations).
  • Where troubleshooting steps mention Windows-specific concepts (e.g., Local Computer Trusted Certification Authorities store), add Linux-specific instructions (e.g., /etc/ssl/certs or update-ca-certificates).
  • In lists or tables, avoid listing Windows methods or tools first unless there is a technical reason; alternate ordering or group by platform.
GitHub Create Pull Request

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
2025-08-17 00:01 #83 cancelled 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