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
missing_linux_example
Summary
The documentation demonstrates a Windows bias primarily in the certificate creation section, where it explicitly recommends using Azure Key Vault or a PowerShell module for creating self-signed certificates. There are no Linux or cross-platform command-line examples (such as OpenSSL) for certificate generation. The only scripting tool mentioned for local certificate creation is PowerShell, which is Windows-centric. No Linux or macOS equivalents are referenced, and no cross-platform CLI instructions are provided for key tasks like certificate generation.
Recommendations
  • Add Linux/macOS-friendly instructions for generating self-signed certificates, such as using OpenSSL, alongside or before PowerShell examples.
  • Explicitly mention that certificate generation can be performed on any OS and provide cross-platform command-line examples.
  • Where PowerShell is referenced, offer equivalent bash or shell commands for Linux/macOS users.
  • Review other sections for any implicit Windows-first assumptions and ensure parity in tool recommendations and example commands.
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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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-12 00:00 #109 completed Biased Biased
2025-09-11 00:00 #108 completed Biased Biased
2025-09-10 00:00 #107 completed Biased Biased
2025-09-09 00:00 #106 completed Biased Biased
2025-08-13 00:00 #79 cancelled Clean Clean
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 21:17 #46 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-13 20:32 #43 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets