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
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a moderate Windows bias, particularly in the CLI section for cloud-based solutions, where PowerShell is presented before Azure CLI and receives a dedicated section with multiple examples and links. There is also a reference to 'PowerShell functions for IoT Edge for Linux on Windows,' which is a Windows-specific scenario. While Azure CLI is covered, the prominence and ordering of PowerShell, as well as the lack of explicit Linux/Bash examples or mention of native Linux tools, indicate a bias toward Windows environments.
Recommendations:
  • Present Azure CLI examples before PowerShell in CLI sections, as Azure CLI is cross-platform and more commonly used on Linux.
  • Ensure parity in example depth and coverage between Azure CLI and PowerShell, especially for cloud-based scenarios.
  • Add explicit Bash/Linux shell examples or references where appropriate, especially for automation and scripting.
  • Avoid referencing Windows-specific tools (such as 'PowerShell functions for IoT Edge for Linux on Windows') without providing native Linux alternatives or clarifying their applicability.
  • Where possible, clarify that all Azure CLI commands work natively on Linux, macOS, and Windows, and provide guidance for Linux users.
  • Consider adding a section or callout for Linux users, highlighting any differences or additional steps required.
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Scan History

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