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 Azure PowerShell examples for creating and updating scale sets with Availability Zones. However, PowerShell examples are given equal prominence to CLI, and in some sections (such as 'Update scale set to add availability zones'), PowerShell is listed before REST API and after CLI. The CLI examples are cross-platform, but PowerShell is Windows-centric. There is a minor bias in the ordering and prominence of PowerShell, and the documentation does not explicitly mention Linux/macOS compatibility or alternatives for PowerShell users. The ARM template section links to both Linux and Windows getting started articles, which is positive for parity.
Recommendations
  • Explicitly state that Azure CLI is cross-platform and recommended for Linux/macOS users.
  • Consider listing Azure CLI examples before PowerShell in all sections to reinforce cross-platform parity.
  • Add brief notes clarifying that Azure PowerShell is primarily for Windows users, and that CLI is the preferred method for Linux/macOS.
  • Ensure that all critical workflows have CLI examples and that CLI is not omitted in any section.
  • Optionally, add Bash shell script snippets or highlight Linux-specific considerations where relevant.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #400 in_progress Biased Biased
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 Clean Clean
2026-02-04 00:00 #340 completed Clean Clean
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