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
windows_tools
missing_linux_example
Summary
The documentation demonstrates a subtle Windows bias by referencing Windows-centric tools (Visual Studio) and patterns (Azure portal UI, role assignment via portal), and by mentioning Windows development environments and tools before Linux equivalents. There are no explicit Linux-specific examples or CLI instructions for role assignment, and local development guidance is focused on Windows tools. The documentation does not provide parity for Linux users in terms of command-line or automation approaches, nor does it mention Linux-specific developer environments.
Recommendations
  • Add Azure CLI and/or PowerShell command examples for role assignment and managed identity configuration, alongside portal instructions.
  • Explicitly mention and provide examples for Linux-based local development environments (e.g., VS Code, Azure CLI on Linux, Bash shell).
  • Include instructions for configuring environment variables and credentials in Linux shells (e.g., Bash, Zsh), not just through Windows tools.
  • Ensure that references to developer tools (e.g., Visual Studio) are balanced with Linux-friendly alternatives (e.g., VS Code, JetBrains Rider).
  • Where screenshots are used, consider including both Windows and Linux UI variants, or clarify that the portal is OS-agnostic.
  • Add troubleshooting tips for Linux users, such as permissions, environment setup, and differences in credential handling.
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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 Biased Biased
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets