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
powershell_heavy
missing_linux_example
windows_first
Summary
The documentation page demonstrates Windows bias by exclusively referencing Windows-centric tools and patterns (Azure portal, PowerShell) for credential management, with no mention or examples of Linux-native tools or CLI usage. PowerShell is listed as a primary scripting option, and screenshots/instructions are focused on GUI workflows typical of Windows environments. There are no Bash, Azure CLI, or Linux-specific instructions or examples, and Windows tools are mentioned before any cross-platform alternatives.
Recommendations
  • Add explicit examples using Azure CLI (az) for all credential management steps, including creation and assignment of managed identities.
  • Include Bash script snippets for common operations alongside PowerShell examples.
  • Clarify that SDKs and REST APIs are cross-platform and provide sample usage in Linux environments.
  • Add screenshots or instructions for performing actions on Linux/macOS, or in cross-platform terminals.
  • Reorder or balance tool mentions so that cross-platform options (Azure CLI, REST API) are presented before or alongside Windows-specific tools (PowerShell, Azure portal).
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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