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
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation provides detailed PowerShell examples and instructions before Azure CLI examples, and references Windows-specific tutorials for managed identities. There are no explicit Linux shell or Bash examples, nor any mention of Linux-specific patterns or tools. The PowerShell instructions are more prominent, and prerequisite links reference Windows VM tutorials, indicating a bias toward Windows environments.
Recommendations
  • Add Bash and Linux shell examples for resource creation and management, especially for REST API calls.
  • Reference Linux VM tutorials for managed identity setup alongside Windows VM tutorials.
  • Ensure Azure CLI examples are as detailed and prominent as PowerShell examples.
  • Include notes on cross-platform compatibility for all commands and tools.
  • Where possible, provide parity in troubleshooting steps for Linux environments (e.g., Key Vault access from Linux VMs).
GitHub Create Pull Request

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
2025-07-17 00:00 #53 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets