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
⚠️ powershell_heavy
⚠️ windows_tools
⚠️ missing_linux_example
Summary:
The documentation demonstrates a moderate Windows bias. PowerShell is mentioned as a primary automation tool alongside Azure CLI, and in some cases, PowerShell examples or links are provided before or more prominently than Azure CLI equivalents. There are references to Windows-specific tools (e.g., 'PowerShell functions for IoT Edge for Linux on Windows'), and the use of PowerShell is highlighted in the cloud-based solution section before Azure CLI. There is also a lack of explicit Linux/Bash examples or references to Linux-native tooling, which may make the documentation less approachable for Linux users.
Recommendations:
  • Ensure that Azure CLI (cross-platform) examples are always presented before or alongside PowerShell examples, especially in introductory or summary sections.
  • Add explicit Bash/Linux shell examples where automation or scripting is discussed, or clarify that Azure CLI commands work identically on Linux, macOS, and Windows.
  • Avoid referencing Windows-specific tools (such as 'PowerShell functions for IoT Edge for Linux on Windows') without providing Linux-native alternatives or clarifying cross-platform support.
  • Where PowerShell is mentioned, also mention Bash or other Linux-native scripting environments to ensure parity.
  • Consider a dedicated section or callout for Linux users, highlighting any differences or additional steps required on Linux platforms.
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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