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 provides both Azure CLI and Azure PowerShell examples for authentication and resource listing, but PowerShell is given equal prominence and is referenced in links and examples. There are several references to PowerShell-specific workflows and tools (such as Visual Studio Code and PowerShell deployment guides), and PowerShell is presented as a primary method for interacting with Azure REST APIs. There is a lack of explicit Linux shell (bash) or cross-platform scripting examples beyond Azure CLI, and Windows-centric tools and patterns (PowerShell, Visual Studio Code) are mentioned before or instead of Linux alternatives.
Recommendations
  • Add explicit bash shell examples for authentication and REST calls, especially for Linux users.
  • Include references to Linux-native tools (e.g., wget, curl in bash scripts) and editors (e.g., Vim, VS Code on Linux) where applicable.
  • Ensure that Azure CLI examples are presented first or with equal prominence to PowerShell, as CLI is cross-platform.
  • Provide links to Linux-specific deployment guides and documentation, not just PowerShell-based workflows.
  • Avoid assuming Visual Studio Code or PowerShell as the default tooling; mention alternatives or clarify cross-platform support.
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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