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 page demonstrates a Windows bias by referencing Azure portal workflows and screenshots, which are primarily Windows-centric, and by omitting explicit Linux or cross-platform command-line examples (e.g., PowerShell, Bash, or Linux-specific instructions). The only CLI example given is 'az login --identity', which is cross-platform, but there are no Linux-specific setup or troubleshooting notes, nor are Linux tools or patterns mentioned. The documentation also references Azure portal UI steps before any CLI or code-based alternatives, which are more common in Linux environments.
Recommendations
  • Add explicit Linux/Bash command-line examples for authentication and RBAC configuration, such as using Azure CLI in Bash or shell scripts.
  • Include instructions for configuring managed identities and service principals using cross-platform tools (e.g., Azure CLI, Terraform) with Linux-specific notes.
  • Provide screenshots or walkthroughs for Linux environments (e.g., Ubuntu terminal) in addition to Azure portal UI.
  • Mention and document troubleshooting steps or environment variable configuration for Linux systems.
  • Clarify that all CLI commands (e.g., 'az login') work on Linux, macOS, and Windows, and provide platform-specific caveats if any.
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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 Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets