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
Summary
The documentation provides both Bash and PowerShell examples for all command-line steps, but PowerShell is featured as a first-class option throughout, which may reflect a Windows-centric approach. There is no evidence of exclusive use of Windows tools or missing Linux examples, but the presence of PowerShell tabs and examples in every step suggests a bias toward Windows users. No Windows-only tools or patterns are mentioned, and all instructions are compatible with Linux environments.
Recommendations
  • Consider making Bash the default or first example in each code block, as Bash is the native shell for Linux and most containers.
  • Add a note clarifying that Bash examples are suitable for Linux/macOS and most container environments, while PowerShell is primarily for Windows users.
  • Review whether PowerShell examples are necessary for every step, or if a single section explaining PowerShell usage would suffice.
  • Ensure that any references to file paths, environment variables, or shell scripting do not assume Windows conventions.
  • Explicitly mention Linux compatibility in the prerequisites and setup sections to reassure non-Windows users.
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
2025-09-12 00:00 #109 completed 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 Clean Clean

Flagged Code Snippets