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 deployment, but PowerShell examples are presented before CLI examples in several sections. PowerShell is a Windows-centric tool, and its prominence may signal a Windows bias. There are no Linux-specific shell examples (e.g., Bash), nor is there mention of Linux-native tools or scripting patterns. The CLI examples are cross-platform, but the ordering and emphasis favor Windows/PowerShell users.
Recommendations
  • Present Azure CLI examples before PowerShell examples, as CLI is cross-platform and preferred for Linux/Mac users.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, while PowerShell is primarily Windows-focused (with cross-platform support, but less common on Linux).
  • Add Bash script examples for common deployment scenarios to demonstrate Linux parity.
  • Include a note or section highlighting cross-platform usage and any differences in experience between Windows and Linux environments.
  • Where possible, avoid referring to PowerShell as the default or primary method; treat CLI and PowerShell equally.
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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
2025-09-01 00:00 #98 cancelled Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets