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_first
powershell_heavy
Summary
The documentation provides both Bash and PowerShell examples for generating an access token, but the PowerShell example is more elaborate and uses Windows-specific tooling. Throughout the guide, Azure Portal (GUI) is the primary method described for resource creation and management, which is more familiar to Windows users. There are no CLI examples using cross-platform tools like Azure CLI or Azure PowerShell Core, and Linux-specific workflows or tools are not mentioned. The PowerShell example is given after Bash, but is more detailed, and no Linux shell alternatives (e.g., curl with jq, or az CLI) are provided for other steps.
Recommendations
  • Add Azure CLI examples for resource creation, app registration, and role assignment to provide parity for Linux and macOS users.
  • Include instructions for using cross-platform tools (e.g., az CLI, REST API calls with curl/jq) alongside or before GUI/PowerShell steps.
  • Clarify which steps are platform-agnostic and which require Windows-specific tools, and offer alternatives where possible.
  • Ensure screenshots and instructions do not assume use of Windows-only environments.
  • Explicitly mention Linux/macOS compatibility in relevant sections.
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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
2025-08-17 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