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 demonstrates a Windows bias by referencing PowerShell as a primary tool for creating the required JSON configuration file, without providing equivalent Linux shell or cross-platform examples. The mention of PowerShell precedes Azure CLI in the prerequisites, and there are no explicit Linux shell or bash examples for steps such as generating the JSON file or managing SSH keys, which are common tasks in Linux environments. While the main deployment example uses Azure CLI (which is cross-platform), the supporting instructions and context favor Windows tools and workflows.
Recommendations
  • Provide explicit Linux shell/bash examples for generating the JSON configuration file, managing SSH keys, and other preparatory steps.
  • Mention cross-platform or Linux-native tools (such as nano, vi, or jq) alongside or before PowerShell when discussing file creation or manipulation.
  • Rephrase prerequisites to avoid listing PowerShell before Azure CLI, or clarify that both Windows and Linux users can use Azure CLI for all steps.
  • Include notes or links to Linux-specific guidance for common tasks (e.g., creating service principals, editing JSON files, handling SSH keys).
  • Audit all referenced tools and commands to ensure Linux parity and avoid implicit preference for Windows environments.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-08-22 00:01 #88 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased