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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation demonstrates a Windows bias primarily by including PowerShell-based instructions for resource group creation via an include file, without providing equivalent Linux/bash examples inline or in parallel. The setup and tooling sections mention Windows before Linux, and there is no explicit demonstration of Linux command-line usage for resource group management. The rest of the quickstart is platform-agnostic, but the initial setup and resource group creation steps favor Windows users.
Recommendations:
  • Provide both PowerShell and Bash/Azure CLI examples for resource group creation, either side-by-side or with clear tabs for Windows and Linux/macOS users.
  • Ensure that all command-line instructions (such as resource group creation and provider registration) are shown in both Windows (PowerShell) and Linux (Bash) syntaxes.
  • When referencing prerequisites or tools (such as OpenSSL), list Linux and Windows equally, or mention Linux first to avoid implicit prioritization.
  • Review all included content (such as 'includes/powershell-resource-group-create.md') to ensure Linux parity, or add explicit Linux alternatives in the main documentation.
  • Consider adding a note or table at the start of the quickstart clarifying that all steps are supported on both Windows and Linux, with links to OS-specific instructions where appropriate.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets