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 shows evidence of Windows bias. The 'Create resource group' step is included via a Powershell-specific include file, and there is no explicit Linux or cross-platform shell example for this critical Azure setup step. The prerequisites mention OpenSSL on 'Windows or Linux', but the only shell commands shown are generic Bash, with no explicit Windows CMD or Powershell equivalents. The resource cleanup step uses Azure CLI (cross-platform), but the initial resource group creation is Powershell-only, and the documentation does not clarify how Linux users should proceed for that step.
Recommendations:
  • Provide both Azure CLI and Powershell examples for resource group creation, with Azure CLI (cross-platform) shown first or equally.
  • Explicitly state that all shell commands (e.g., mkdir, go mod init) work on both Linux and Windows (with Git Bash or WSL), or provide Windows CMD equivalents if needed.
  • Replace or supplement the Powershell-specific include with an Azure CLI example, or provide both side-by-side.
  • Review all included snippets to ensure Linux users are not left without clear instructions for any step.
  • Consider adding a note or table summarizing which commands work on which platforms, and recommend Azure CLI for cross-platform compatibility.
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Scan History

Date Scan ID Status Bias Status
2025-07-13 21:37 #48 completed ✅ Clean
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