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
windows_tools
Summary
The documentation page provides both Azure CLI and Azure PowerShell examples for obtaining access tokens and making REST API calls. However, PowerShell examples are given equal prominence to CLI, and there are multiple references to PowerShell-specific workflows and tools (e.g., 'Invoke-WebRequest', links to PowerShell deployment guides). There is a reference to Visual Studio Code for template authoring, which is cross-platform, but no mention of Linux-specific tools or shell scripting patterns. The documentation does not provide Linux shell alternatives (e.g., bash, wget) or explicitly address Linux environments, and PowerShell (a Windows-centric tool, though now cross-platform) is presented as a primary option.
Recommendations
  • Add explicit bash/sh examples for REST API calls, using native Linux tools like 'curl' and 'wget', with environment variable handling shown in a Linux style.
  • Clarify that Azure CLI is cross-platform and highlight its use in Linux environments.
  • Include references or links to Linux-specific guides for deploying and managing Azure resources.
  • Avoid presenting PowerShell as the default or primary option; instead, alternate or prioritize CLI/bash examples when possible.
  • Mention that Visual Studio Code is cross-platform, and suggest other Linux-friendly editors or tools for template authoring.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets