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
missing_linux_example
Summary
The documentation exclusively uses the Azure portal (web UI) for all instructions and screenshots, with no mention of command-line alternatives such as Azure CLI, PowerShell, or REST API. While this avoids explicit Windows-only tooling, it implicitly favors Windows users by not providing Linux/macOS-friendly command-line examples. The workflow assumes GUI access, which is more common on Windows, and does not address automation or headless scenarios typical for Linux environments.
Recommendations
  • Add equivalent instructions using Azure CLI commands for all major steps (exporting templates, deploying resources, deleting resource groups).
  • Include example scripts for template modification and deployment using cross-platform tools (Azure CLI, REST API).
  • Explicitly mention that all steps can be performed from Linux/macOS using CLI tools, and provide links to relevant documentation.
  • Present CLI/automation examples before or alongside portal instructions to improve parity.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets