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 demonstrates Windows bias primarily through exclusive use of PowerShell scripts for troubleshooting, with no equivalent Linux or cross-platform alternatives provided. The troubleshooting section directs users to a PowerShell script for token validation, implicitly prioritizing Windows environments. There are no Bash, shell, or Linux-native tool examples, nor is there mention of how to perform these tasks on Linux or macOS. Additionally, the workflow and instructions reference the Azure portal and Windows-centric patterns first, without acknowledging command-line or cross-platform alternatives.
Recommendations
  • Provide equivalent Bash or shell scripts for token validation and troubleshooting, or document how to use the PowerShell script on Linux/macOS (e.g., via PowerShell Core).
  • Include explicit instructions or examples for Linux and macOS users, such as using Azure CLI or REST API for authentication and management tasks.
  • Mention cross-platform compatibility for all tools and scripts, and clarify any Windows-specific requirements.
  • Add troubleshooting steps using Linux-native tools (e.g., curl, openssl) for validating tokens and diagnosing authentication issues.
  • Ensure that examples and workflows are presented in a platform-neutral order, or provide parallel instructions for both Windows and Linux environments.
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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