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 provides a generally cross-platform approach for certificate generation using OpenSSL, which is available on both Windows and Linux. However, there is a noticeable Windows bias in several areas: (1) Windows tools and patterns (such as IIS and PowerShell) are mentioned first or exclusively, (2) the Azure PowerShell example is detailed while no equivalent Azure CLI (cross-platform) example is provided, (3) references to file paths and certificate stores use Windows conventions, and (4) instructions for adding certificates to the trusted root store and web server configuration are more explicit for Windows (IIS) than for Linux equivalents (Apache/NGINX).
Recommendations
  • Provide Azure CLI examples alongside or before Azure PowerShell examples for uploading certificates to Application Gateway.
  • Include explicit instructions or links for adding root certificates to trusted stores on Linux (e.g., update-ca-certificates on Ubuntu) and macOS, not just Windows.
  • When referencing file paths, use cross-platform or Linux examples (e.g., /home/user/contoso.cer) in addition to Windows paths (e.g., C:\Users\...).
  • Balance server configuration guidance by providing step-by-step instructions or official documentation links for Apache and NGINX (Linux) equivalent to those given for IIS (Windows).
  • When mentioning editing the hosts file, provide Linux/macOS file locations (/etc/hosts) and editing instructions, not just a generic link.
  • Consider listing Linux/Apache/NGINX examples before or alongside Windows/IIS examples to avoid 'windows_first' ordering.
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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
2026-01-12 00:00 #243 cancelled 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
2025-09-12 00:00 #109 completed Clean Clean
2025-08-12 00:00 #78 cancelled Biased Biased
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-08-08 00:00 #74 completed Biased Biased
2025-08-07 00:00 #73 completed Biased Biased
2025-08-06 00:00 #72 completed Biased Biased
2025-08-05 00:00 #71 completed Biased Biased
2025-08-04 00:00 #70 cancelled Biased Biased
2025-08-03 00:00 #69 completed Biased Biased
2025-08-02 00:00 #68 cancelled Clean Clean
2025-08-01 00:00 #67 completed Biased Biased
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
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets