Sad Tux - Windows bias detected
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

Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation exclusively uses Azure Portal (GUI) and ARM template examples for configuration, with no mention of command-line tools such as Azure CLI, PowerShell, or Bash. While this avoids explicit Windows-only tools, the heavy reliance on GUI workflows and the absence of cross-platform CLI instructions (especially Azure CLI/Bash, which are common on Linux and macOS) results in an implicit Windows bias. The documentation does not provide Linux-friendly automation or scripting options, nor does it acknowledge non-Windows environments.
Recommendations
  • Add Azure CLI examples for all major steps (enabling managed identity, assigning roles, updating encryption keys, etc.), as Azure CLI is cross-platform and widely used on Linux.
  • If PowerShell examples are included, ensure equivalent Bash/Azure CLI examples are provided and presented first or side-by-side.
  • Explicitly mention that all steps can be performed from any OS using Azure CLI or ARM templates, not just via the Azure Portal.
  • Include sample scripts or command snippets for Linux/macOS users to automate the process.
  • Review screenshots and instructions to ensure they do not assume a Windows environment (e.g., file paths, UI conventions).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Biased Biased
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets