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
Summary
The documentation page demonstrates a Windows bias by explicitly mentioning PowerShell as a management tool for backend entities, without referencing equivalent Linux-native tools (such as Azure CLI or Bash scripting). No Linux or cross-platform examples are provided for backend management. The only management tooling examples are Windows-centric, and there is no parity in example coverage for Linux users.
Recommendations
  • Add references and links to Azure CLI commands for backend management alongside PowerShell.
  • Include example commands for backend management using Bash or shell scripting, where applicable.
  • Explicitly state that backend management can be performed on Linux, macOS, and Windows, and provide parity in documentation for all platforms.
  • Ensure that management API examples are shown in a platform-neutral way (e.g., using curl or HTTP requests).
  • Review other documentation sections for similar bias and update them to include Linux and cross-platform tooling.
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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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-15 00:00 #112 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets