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
windows_tools
Summary
The documentation provides step-by-step instructions for enabling the service principal using the Microsoft Entra ID portal (GUI), Azure PowerShell, and Azure CLI. The PowerShell example is given in detail and is listed before the Azure CLI example, which is more cross-platform. PowerShell is primarily a Windows tool, and its prominence may indicate a Windows bias. There are no Linux-specific shell examples or explicit mention of Linux environments, and the CLI example is given last and with less detail.
Recommendations
  • Present Azure CLI examples before PowerShell examples, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Expand the Azure CLI section to provide more detailed, step-by-step instructions, matching the detail given for PowerShell.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide any relevant installation or usage notes for Linux users.
  • If possible, include bash script examples or guidance for Linux administrators.
  • Avoid assuming PowerShell is the default automation tool; clarify tool choices for different operating systems.
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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
2026-01-12 00:00 #243 cancelled 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
2025-09-15 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
2025-09-01 00:00 #98 cancelled Clean Clean
2025-08-29 00:01 #95 completed Biased Biased
2025-08-27 00:01 #93 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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