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_first
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a strong Windows bias. All deployment and management examples use PowerShell commands, even for Linux VMs, and are shown from a Windows environment (e.g., PS C:\WINDOWS\system32>). Windows-specific tools and paths are referenced first and in more detail. Linux instructions lack parity in terms of native tooling (e.g., Azure CLI or Bash), and Linux file paths and shell environments are not shown in deployment/removal steps. There are no examples of using Linux-native tools or running commands from a Linux client.
Recommendations
  • Provide Linux-native examples using Bash and Azure CLI for deploying, tracking, and removing extensions.
  • Show command-line examples run from a Linux environment (e.g., bash shell, Linux file paths) rather than only from Windows PowerShell.
  • Include Linux-specific details for extension output and log file locations, matching the detail given for Windows.
  • Present Linux and Windows instructions in parallel, giving equal prominence to both platforms.
  • Reference cross-platform tools (e.g., Azure CLI) before or alongside Windows-specific tools.
  • Clarify which steps are platform-agnostic and which are platform-specific, and avoid assuming the user is on Windows.
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets