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:
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation page generally avoids platform-specific instructions, but there is evidence of subtle Windows bias. For example, the link for creating a dual stack application points specifically to a PowerShell-based guide (which is Windows-centric) and does not mention or link to Linux/CLI equivalents. No explicit Linux examples or parity are provided, and PowerShell is implicitly prioritized.
Recommendations:
  • Provide links to both PowerShell (Windows) and Azure CLI (cross-platform) or Bash (Linux) guides for all procedural documentation, especially for tasks like creating dual stack applications.
  • Wherever a PowerShell example or link is given, ensure an equivalent Azure CLI/Bash example or link is also present and given equal prominence.
  • Review all linked articles (e.g., 'virtual-network-ipv4-ipv6-dual-stack-standard-load-balancer-powershell.md') to ensure Linux users are not excluded and update them to include Linux/CLI instructions if missing.
  • Explicitly mention that Azure CLI is available cross-platform and provide guidance for both Windows and Linux users in all relevant sections.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-17 00:00 #53 completed ❌ Biased
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 ✅ Clean