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
powershell_heavy
Summary
The documentation provides both Azure CLI and PowerShell examples for most tasks, but PowerShell (a Windows-centric tool) is often presented before CLI, and some sections (such as querying public IPs) show PowerShell examples before CLI or in greater detail. Portal instructions are also included, but there is no explicit Linux/macOS shell example or mention of Bash scripting, and PowerShell is referenced as a primary scripting method. However, Azure CLI (cross-platform) is present throughout, and ARM templates are used for platform-neutral configuration.
Recommendations
  • Present Azure CLI examples before PowerShell examples, as CLI is cross-platform and more accessible to Linux/macOS users.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows.
  • Add Bash shell scripting examples where relevant, especially for tasks like querying public IPs.
  • Where PowerShell is used, clarify that Azure CLI is the recommended tool for Linux/macOS users.
  • Ensure parity in detail between PowerShell and CLI examples (e.g., if PowerShell shows multiple query methods, show equivalent CLI methods).
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Scan History

Date Scan Status Result
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-02-02 00:00 #332 completed Biased Biased
2026-02-01 00:00 #328 completed Biased Biased
2026-01-31 00:00 #324 completed Biased Biased
2026-01-30 00:00 #320 completed Biased Biased
2026-01-27 00:00 #308 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets