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 page demonstrates a bias toward Windows environments by providing only PowerShell-based command-line examples for key operations such as deploying Resource Manager templates, managing Key Vault access policies, and retrieving managed identity information. There are no Bash or Azure CLI examples for these tasks, and PowerShell is referenced as the primary or sole method for several critical steps. This approach may disadvantage users working on Linux or macOS systems, where PowerShell is less commonly used and Bash/Azure CLI are preferred.
Recommendations
  • Add equivalent Azure CLI (az) and Bash examples for all PowerShell commands, especially for template deployments and Key Vault access policy management.
  • Where PowerShell is mentioned as a requirement, clarify that Azure CLI and Bash are fully supported and provide links to relevant CLI documentation.
  • Reorder sections so that cross-platform tools (Azure CLI, Bash) are presented before or alongside PowerShell, rather than after.
  • Explicitly state platform compatibility for each example, helping users on Linux/macOS to follow along without confusion.
  • Include troubleshooting notes for common issues encountered on non-Windows platforms (e.g., authentication, environment setup).
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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
2026-01-11 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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets