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 page exhibits mild Windows bias. In several places, Azure PowerShell is mentioned before Azure CLI, and PowerShell is listed as a primary deployment method alongside REST API and CLI. There are no explicit Linux shell examples, and the ordering of links and instructions tends to favor Windows/PowerShell tools. However, Azure CLI is also referenced, and links to both Linux and Windows VM creation guides are provided in dashboard content.
Recommendations
  • Ensure Azure CLI is listed before or alongside PowerShell in tool recommendations, as CLI is cross-platform and preferred by many Linux users.
  • Add explicit Linux shell (bash) examples for deploying dashboards using Azure CLI, demonstrating parity with PowerShell examples.
  • When listing deployment options, alternate the order or clarify that both CLI and PowerShell are fully supported and cross-platform.
  • Include links to Linux-specific documentation (e.g., Azure CLI installation on Linux) in the 'Next steps' or relevant sections.
  • Review dashboard JSON examples to ensure resource group and VM names do not imply Windows-only usage (e.g., avoid 'SimpleWinVMResourceGroup').
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Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Biased Biased
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Biased Biased
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Biased Biased
2026-02-09 00:00 #359 completed Clean Clean
2026-02-08 00:00 #355 completed Biased Biased
2026-02-05 00:00 #343 completed Clean Clean
2026-02-04 00:00 #339 completed Clean Clean
2026-02-03 00:00 #335 completed Biased Biased
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Clean Clean
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets