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_tools
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation repeatedly references PowerShell and Azure CLI scripts for automation and management tasks, often listing PowerShell before Azure CLI. There are no explicit Linux or cross-platform command-line examples, and no mention of Bash or Linux-specific tools. The focus on PowerShell and .NET C# as example tools, with no equivalent Linux or open-source alternatives highlighted, suggests a Windows-centric bias. Screenshots and instructions are portal-based, which are platform-agnostic, but all scripting and automation references lean toward Windows-native tools.
Recommendations:
  • Provide explicit Bash and Linux shell examples alongside PowerShell for all command-line tasks.
  • When listing automation options, mention Azure CLI and Bash before or alongside PowerShell to avoid Windows-first ordering.
  • Include examples using open-source and cross-platform tools (e.g., Python scripts, REST API calls via curl) with clear instructions for Linux users.
  • Add notes or sections clarifying that all Azure CLI commands work on Linux, macOS, and Windows, and provide sample commands in a Linux terminal context.
  • Where .NET C# is mentioned, also reference Python or Java SDKs to ensure language parity for non-Windows developers.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
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