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 (a Windows-centric tool) is given its own section and is used for cluster upgrade operations without Linux alternatives. Windows-specific registry keys and VM template properties are discussed in detail, while Linux equivalents are not mentioned. The upgrade instructions for Service Fabric clusters rely solely on PowerShell commands, which are not natively available on Linux/macOS. Windows VM configuration is described before Linux, and disabling Windows Update is covered, but not Linux patching.
Recommendations
  • Provide Bash or Azure CLI equivalents for all PowerShell commands, especially for cluster upgrade operations.
  • Include Linux-specific instructions for VM patch management and configuration, such as disabling automatic updates on Linux VMs.
  • Mention Linux registry/file system equivalents or clarify when a step is Windows-only.
  • Ensure that Linux examples are presented alongside Windows examples, not only in the 'Next steps' section.
  • Add notes or links to Linux/macOS compatible tools for tasks currently described with Windows-only utilities.
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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