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
missing_linux_example
Summary
The documentation exclusively uses the Azure portal UI for configuration steps and screenshots, with no mention of command-line or automation options until the very end, where Azure CLI is listed as a next step but not demonstrated in the main flow. There are no examples using Linux-native tools, shell commands, or cross-platform automation (e.g., Bash, kubectl, or Azure CLI in the main instructions). This approach implicitly favors Windows users who are more likely to use the portal, and may disadvantage Linux users who prefer command-line workflows.
Recommendations
  • Add parallel instructions using Azure CLI for each configuration step, with sample commands.
  • Include examples using Bash or shell scripts for automation, where applicable.
  • Reference kubectl commands for relevant cluster operations.
  • Ensure screenshots and UI references are supplemented with text-based, cross-platform alternatives.
  • Clarify that all steps can be performed on Linux, macOS, or Windows, and provide explicit guidance for non-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 Clean Clean
2026-01-12 00:00 #243 cancelled Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-19 13:51 #54 completed 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