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 Windows bias by listing only Windows VM-specific links for enabling managed identities (portal, PowerShell, CLI, ARM template, SDK), without mentioning Linux VM equivalents or providing Linux-specific guidance. Additionally, environment variable instructions do not reference Linux shell patterns (e.g., export commands), and there are no Linux-specific authentication examples.
Recommendations
  • Include links and instructions for enabling managed identities on Linux VMs, not just Windows VMs.
  • Provide Linux shell (bash/zsh) examples for setting environment variables (e.g., export AZURE_CLIENT_ID=...).
  • Mention Linux development environments (such as VS Code on Linux) alongside Windows tools.
  • Ensure parity in CLI examples and clarify that Azure CLI works cross-platform.
  • Add notes or sections for Linux users where setup or authentication steps differ.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets