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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a bias toward Windows environments by exclusively referencing the Azure portal and Microsoft 365 admin center (both web GUIs typically accessed from Windows), and by providing only Azure CLI examples without mentioning Linux-specific tools or shell patterns. There are no PowerShell examples, but the absence of Linux shell (bash) or cross-platform command-line alternatives, and the lack of references to Linux-native admin tools or patterns, indicate a Windows-first perspective. The documentation does not address how Linux administrators might access or automate these tasks, nor does it mention Linux-specific considerations for managing Microsoft cloud resources.
Recommendations
  • Include Linux shell (bash) examples alongside Azure CLI commands, demonstrating usage in Linux environments.
  • Explicitly state that Azure CLI is cross-platform and provide installation instructions for Linux.
  • Mention Linux-native tools or patterns (such as curl, jq, or bash scripting) for interacting with Microsoft cloud APIs.
  • Add guidance for accessing the Azure portal and Microsoft 365 admin center from Linux browsers, and note any platform-specific limitations.
  • Provide parity in troubleshooting and automation instructions for both Windows and Linux administrators.
GitHub Create Pull Request

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 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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-28 00:01 #94 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets