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 presents Windows-oriented tooling (Azure PowerShell) before Linux-friendly alternatives (Azure CLI), with detailed PowerShell examples and explanations. The CLI section is present but less detailed, and there are no explicit Linux shell examples or references to Linux-specific patterns or tools.
Recommendations
  • Present Azure CLI examples before or alongside Azure PowerShell to avoid Windows-first bias.
  • Expand Azure CLI sections with step-by-step explanations matching the detail of PowerShell instructions.
  • Include explicit Linux shell examples (e.g., bash scripts) and note compatibility with Linux/macOS terminals.
  • Add a note clarifying that Azure CLI is cross-platform and preferred for Linux/macOS users.
  • Ensure parity in troubleshooting and cleanup instructions for both PowerShell and CLI users.
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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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets