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
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation page exhibits Windows bias primarily by providing only a PowerShell script for troubleshooting Microsoft Entra authentication issues, with no equivalent Linux or cross-platform example (e.g., Bash, shell, or Python). The troubleshooting section exclusively references PowerShell, a Windows-centric tool, and does not mention or link to Linux alternatives. The workflow and instructions do not specify cross-platform steps or tools, and the order of presentation (PowerShell first and only) suggests a Windows-first approach. There is no guidance for Linux users who may need to validate tokens or troubleshoot issues.
Recommendations
  • Provide equivalent troubleshooting scripts or instructions for Linux/macOS environments, such as Bash, shell, or Python scripts.
  • Explicitly mention cross-platform options and clarify which steps/tools are OS-agnostic.
  • Include examples and guidance for using Linux-native tools (e.g., curl, OpenSSL, Python) to validate Microsoft Entra tokens.
  • Add notes or sections indicating how Linux users can perform the same troubleshooting and configuration tasks.
  • Ensure that code samples and diagnostic tools are available and documented for both Windows and Linux platforms.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean