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_tools
windows_first
Summary
The documentation provides both Azure CLI and PowerShell examples for deploying Service Fabric clusters, but PowerShell is featured prominently and used for upgrade operations without Linux/macOS alternatives. Windows-specific tools and registry settings are discussed in detail, while Linux equivalents (such as shell commands or Linux VM configuration) are missing or referenced only via external links. Windows configuration details (e.g., registry keys, Windows Update settings) are described before or instead of Linux approaches.
Recommendations
  • Include Linux/macOS shell (bash) examples for cluster upgrade operations, especially where only PowerShell is shown.
  • Add Linux-specific configuration guidance for disabling automatic updates on Linux VMSS nodes, analogous to the Windows registry and Windows Update settings.
  • Where PowerShell is used for cluster management, provide equivalent bash/CLI commands for Linux users, or clarify if such operations are Windows-only.
  • Balance the order of presentation so that Linux and Windows instructions/examples are given equal prominence, or clearly separate them by OS.
  • Explicitly note when a step or tool is Windows-only to avoid confusion for Linux/macOS users.
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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
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets