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 exclusively for several key operations (e.g., manual cluster upgrade). Windows-specific tools and registry settings are mentioned without Linux equivalents or guidance. Windows configuration details (e.g., disabling Windows Update via registry and template) are given before any Linux-specific advice, and Linux upgrade procedures are not covered in detail.
Recommendations
  • Provide Linux-specific examples for manual cluster upgrades, including equivalent shell commands (e.g., Bash) and package formats (deb, rpm).
  • Include instructions or references for disabling automatic updates and managing upgrades on Linux VMs, such as using apt or yum/dnf.
  • Balance PowerShell and CLI examples by offering Bash or shell script alternatives where possible, especially for cluster management tasks.
  • Clarify which steps are Windows-only and provide Linux alternatives or explicitly state when a step does not apply to Linux.
  • Add links or sections for Linux VM configuration best practices in Service Fabric clusters.
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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 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