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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing PowerShell as the only command-line example for creating Microsoft Entra application identities, with no equivalent Bash, Azure CLI, or Linux-native instructions. The PowerShell section is explicitly called out, and there is no mention of cross-platform tools or commands. Additionally, the documentation refers to 'PowerShell' and 'commandlet' terminology, which are strongly associated with Windows environments. There are no examples or guidance for users on Linux or macOS platforms.
Recommendations
  • Add Azure CLI examples alongside PowerShell for all command-line operations, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Clearly label both PowerShell and Azure CLI sections, and present them in parallel tabs or sections to ensure parity.
  • Avoid using Windows-specific terminology (such as 'commandlet') without also referencing cross-platform equivalents.
  • Explicitly mention that all steps can be performed on Linux/macOS using Azure CLI, and provide links to relevant documentation.
  • Consider including Bash script examples or references for Linux users where appropriate.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets