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
Summary
The documentation provides both Bash and PowerShell examples for generating the protected settings JSON file, but the PowerShell example is given immediately after Bash and is not clearly marked as Windows-specific. The overall flow does not show a strong bias toward Windows, but the PowerShell example is present and could be interpreted as giving parity to Windows users. There are no exclusive references to Windows tools, and all CLI commands are cross-platform (Azure CLI, kubectl). However, the PowerShell example is included before any mention of Linux-specific shell variants (e.g., zsh, fish), and there is no explicit guidance for Linux users beyond Bash.
Recommendations
  • Clearly label the PowerShell example as 'Windows (PowerShell)' and the Bash example as 'Linux/macOS (Bash)' to avoid confusion.
  • Provide additional Linux shell variants if relevant (e.g., zsh, fish), or clarify that Bash is the recommended shell for Linux/macOS.
  • Ensure that Bash examples are presented first, or in a way that makes it clear they are the default for Linux/macOS users.
  • Add a note indicating that all Azure CLI commands are cross-platform and can be run on Windows, Linux, or macOS.
  • Consider including a table or section summarizing platform compatibility for all commands and tools used.
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Scan History

Date Scan Status Result
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Biased Biased
2026-02-09 00:00 #359 completed Biased Biased
2026-02-08 00:00 #355 completed Biased Biased
2026-02-05 00:00 #343 completed Biased Biased
2026-02-04 00:00 #339 completed Biased Biased
2026-02-03 00:00 #335 completed Clean Clean
2026-02-02 00:00 #331 completed Biased Biased
2026-02-01 00:00 #327 completed Biased Biased
2026-01-31 00:00 #323 completed Biased Biased
2026-01-30 00:00 #319 completed Biased Biased
2026-01-27 00:00 #307 completed Biased Biased
2026-01-26 00:00 #303 completed Biased Biased
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets