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
powershell_heavy
windows_tools
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is mentioned as a primary automation tool for creating resources (virtual networks, key vaults), and Visual Studio is referenced as a deployment method. While the Azure CLI and ARM templates are also mentioned, PowerShell and Windows-centric tools/patterns are often listed first or exclusively. There are no explicit Linux/macOS examples or references to Bash scripting, and the documentation does not clarify parity for non-Windows users.
Recommendations
  • Ensure that for every PowerShell example or reference, an equivalent Azure CLI (cross-platform) example or link is provided and listed with equal prominence.
  • When listing deployment methods, alternate the order or explicitly state that Azure CLI and ARM templates are fully supported on Linux/macOS.
  • Add explicit notes or sections for Linux/macOS users, clarifying that all steps can be completed using cross-platform tools.
  • Where Visual Studio is mentioned, also mention VS Code (cross-platform) or other non-Windows deployment options.
  • Include Bash or shell script examples where relevant, especially for automation tasks.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets