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
missing_linux_example
windows_tools
windows_first
Summary
The documentation demonstrates a Windows bias by providing only PowerShell scripts for generating certificates and random keys, with no equivalent Linux or cross-platform instructions. The use of PowerShell and references to Visual Studio for deployment further reinforce a Windows-centric approach, while omitting guidance for users on Linux or macOS platforms.
Recommendations
  • Provide equivalent Bash or OpenSSL commands for creating self-signed certificates and random strings, suitable for Linux/macOS users.
  • Include deployment instructions using cross-platform tools such as Azure CLI, VS Code, or GitHub Actions, not just Visual Studio.
  • Explicitly mention that the PowerShell examples are for Windows and offer alternative steps for other operating systems.
  • Add notes or links to official Microsoft documentation on performing these tasks on Linux/macOS.
  • Ensure that all code snippets and instructions are platform-agnostic where possible, or present both Windows and Linux/macOS options side by side.
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
2026-01-12 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
2025-09-13 00:00 #110 completed Biased Biased
2025-08-13 00:00 #79 cancelled Biased Biased
2025-07-13 21:17 #46 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Clean Clean
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