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
missing_linux_example
windows_tools
Summary
The documentation provides only PowerShell-based examples for interacting with the Azure REST API, relying on Windows-centric tools and cmdlets (e.g., Connect-AzAccount, Invoke-RestMethod) without mentioning or demonstrating equivalent Linux/macOS workflows (such as using Azure CLI, curl, or bash scripting). This creates a Windows bias by assuming users are on Windows and familiar with PowerShell, and omits guidance for Linux users.
Recommendations
  • Add equivalent examples using Azure CLI (az login, az rest) for Linux/macOS users.
  • Provide curl-based REST API invocation examples, which are cross-platform.
  • Explicitly mention that PowerShell examples are for Windows and offer alternatives for other operating systems.
  • Include notes or sections for Linux/macOS users, highlighting any differences in authentication or tooling.
  • Ensure all steps (authentication, request construction, confirmation) have cross-platform parity.
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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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets