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
windows_first
Summary
The documentation page exhibits mild Windows bias. REST API automation is explicitly linked to PowerShell, and the only scripting example for REST API usage refers to PowerShell. There is no mention of Linux-specific tools or shell environments (e.g., Bash, curl, jq) for REST API usage. The Azure CLI section is neutral, but REST API automation is presented with a Windows/PowerShell focus, and the PowerShell example is referenced before any Linux alternatives.
Recommendations
  • Add REST API usage examples with Linux-native tools (e.g., curl, jq) alongside PowerShell.
  • Clarify that Azure CLI works cross-platform and provide example commands in both Bash and PowerShell syntax.
  • Avoid referencing PowerShell as the default automation tool for REST API usage; mention alternatives such as Bash, Python, or other cross-platform scripting languages.
  • Include explicit notes that all operations can be performed from Linux, macOS, or Windows environments.
  • If linking to example scripts, provide both PowerShell and Bash/curl versions.
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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
2025-08-20 00:01 #86 completed Biased Biased
2025-08-08 00:00 #74 completed 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 Clean Clean