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
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. The step-by-step instructions for creating resources are exclusively based on the Azure portal UI, which is most commonly accessed from Windows environments. Scripted examples for resource creation and management are provided first in Azure PowerShell (a Windows-centric tool), with full scripts for create, retrieve, and remove operations. Only after the PowerShell section are Azure CLI examples given, and there are no examples for Linux-native tools (such as Bash scripts, REST with curl, or Terraform). There are no explicit Linux examples or references to Linux-specific patterns, and no mention of cross-platform shell usage.
Recommendations
  • Provide Azure CLI examples before or alongside PowerShell examples to avoid implying Windows-first workflows.
  • Include explicit Bash script examples for Linux users, especially for DNS verification and resource management.
  • Mention that Azure CLI is cross-platform and can be used on Windows, Linux, and macOS.
  • Add REST API examples using curl for resource creation and management, showing how to perform these tasks from any OS.
  • Clarify that the Azure portal is accessible from any modern browser, not just Windows.
  • Reference Linux-native tools (such as nslookup, dig, or systemd-resolved) when discussing DNS verification.
  • Consider adding a section or callout for Linux/macOS users, highlighting any OS-specific considerations.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #398 in_progress Clean Clean
2026-02-18 00:00 #394 in_progress Biased Biased
2026-02-17 00:00 #390 in_progress Biased Biased
2026-02-16 00:00 #386 in_progress Biased Biased
2026-02-15 00:00 #382 in_progress Biased Biased
2026-02-14 00:00 #378 in_progress Biased Biased
2026-02-13 00:00 #374 in_progress Biased Biased
2026-02-12 00:00 #370 in_progress Biased Biased
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Biased Biased
2026-02-09 00:00 #358 completed Biased Biased
2026-02-08 00:00 #354 completed Biased Biased
2026-02-05 00:00 #342 completed Biased Biased
2026-02-04 00:00 #338 completed Biased Biased
2026-02-03 00:00 #334 completed Clean Clean
2026-02-02 00:00 #330 completed Biased Biased
2026-02-01 00:00 #326 completed Clean Clean
2026-01-31 00:00 #322 completed Biased Biased
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets