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
missing_linux_example
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for most steps, but the PowerShell examples are given equal prominence as CLI, and in some cases, PowerShell-specific syntax is used (e.g., variable assignment, base64 decoding). There are no explicit Linux shell examples (e.g., bash, zsh), and the use of PowerShell for environment variable handling and token extraction may not be directly applicable to Linux/macOS users. The documentation does not mention Linux-specific tools or patterns, and the shell commands (kubectl, echo, etc.) are shown in a way that may be ambiguous for non-Windows users.
Recommendations
  • Add explicit bash/zsh examples for all steps involving environment variables, token extraction, and file manipulation, especially for Linux/macOS users.
  • Clarify which commands are cross-platform (e.g., kubectl, az CLI) and provide OS-specific notes where syntax differs.
  • For variable assignment and token extraction, show both PowerShell and bash syntax side-by-side, or use tabs for 'Linux/macOS (bash)' and 'Windows (PowerShell)'.
  • Avoid using PowerShell-specific syntax (e.g., $TOKEN = ...) without providing the bash equivalent.
  • Mention that Azure CLI and kubectl are cross-platform and provide installation instructions for Linux/macOS as well as Windows.
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Scan History

Date Scan Status Result
2026-01-18 00:00 #267 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

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