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
missing_linux_example
Summary
The documentation references Azure CLI, Azure PowerShell, and ARM templates for creating and migrating resources, but does not provide explicit Linux/bash examples or mention Linux tools. Azure PowerShell is mentioned alongside Azure CLI, but CLI examples are not shown. Windows-specific scenarios (activation, updates) are listed before Linux (package managers) in outbound connectivity requirements. No explicit Linux/macOS guidance or parity is provided, and PowerShell is referenced as a primary scripting option.
Recommendations
  • Add explicit bash/Linux shell examples for key operations (e.g., az CLI commands for VM creation, migration, querying, etc.).
  • Mention Linux/macOS compatibility for Azure CLI and ARM templates, and clarify that PowerShell is optional for Windows users.
  • Provide Linux-specific migration considerations, such as package manager connectivity, and list Linux scenarios alongside Windows ones.
  • Ensure that Linux tools and workflows (e.g., bash scripts, cloud-init) are referenced where relevant.
  • Consider alternating the order of Windows and Linux scenarios/examples to avoid 'windows_first' bias.
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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