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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a bias toward Windows environments by referencing Windows file paths in command outputs (e.g., C:<current path>\.kube\config), using Azure portal and Azure CLI exclusively (which are cross-platform but often used in Windows-centric workflows), and omitting Linux-specific instructions or examples (such as Linux file paths, shell commands, or package installation steps). There are no examples or notes for Linux users regarding differences in command outputs, file locations, or tool installation, and no mention of Linux-native tools or patterns.
Recommendations
  • Include Linux-specific examples and notes, such as showing Linux file paths (e.g., ~/.kube/config) alongside Windows paths.
  • Add instructions for installing required tools (Azure CLI, kubectl, Azure Data Studio) on Linux distributions.
  • Mention platform differences in command outputs, especially where file paths or environment variables differ.
  • Provide alternative instructions for users who prefer command-line workflows over the Azure portal, including bash scripts or Linux shell commands.
  • Explicitly state that the instructions apply to both Windows and Linux, and highlight any steps that differ between platforms.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Clean Clean
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Clean Clean
2026-02-15 00:00 #383 in_progress Clean Clean
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Clean Clean
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 Clean Clean
2026-02-08 00:00 #355 completed Clean Clean
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 Clean Clean
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