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 Azure CLI and Azure PowerShell examples for interacting with the ARM API, but the PowerShell example is given equal prominence and detail as the CLI example. There is a subtle Windows bias in mentioning Azure PowerShell as a primary tool for resource management, which is more commonly used on Windows systems. The documentation refers to Azure PowerShell before mentioning its cross-platform capabilities or Linux alternatives, and does not provide explicit Linux shell (bash) or scripting examples beyond Azure CLI. No Linux-specific tools, patterns, or troubleshooting guidance are included.
Recommendations
  • Explicitly mention that Azure CLI is cross-platform and preferred for Linux/macOS environments.
  • Provide bash shell scripting examples for Linux users alongside PowerShell examples.
  • Clarify that Azure PowerShell is available on Linux/macOS, or link to installation instructions for those platforms.
  • Consider including troubleshooting or usage notes relevant to Linux environments (e.g., authentication, environment variables).
  • Avoid implying PowerShell is the default or primary automation tool; present CLI and PowerShell as equal options, with context for platform suitability.
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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 Clean Clean
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
2025-08-22 00:01 #88 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets