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
missing_linux_example
Summary
The documentation consistently references the Azure portal, PowerShell, and SDKs for managing credentials, but does not provide any explicit Linux or cross-platform CLI (e.g., Azure CLI) examples. PowerShell is mentioned as a scripting option, but there is no mention or example of using Bash, Azure CLI, or Linux-native tools. This creates a bias toward Windows-centric tools and workflows.
Recommendations
  • Include Azure CLI (az) command examples for all credential management tasks, as Azure CLI is cross-platform and widely used on Linux.
  • When listing scripting options, mention Azure CLI and Bash scripts alongside PowerShell and SDKs.
  • Add screenshots or step-by-step instructions for performing tasks using Azure CLI in addition to the Azure portal and PowerShell.
  • Explicitly state that all operations can be performed from Linux/macOS environments using Azure CLI, and provide links to relevant documentation.
  • Ensure that REST API examples include curl or httpie commands, which are common on Linux.
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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
2025-09-15 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
2025-08-17 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