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_first
missing_linux_example
Summary
The documentation provides examples for configuring auto scaling policies in Azure Service Fabric using application manifests, C# APIs, and PowerShell. However, all CLI/script examples are PowerShell-based, with no Linux/macOS shell (e.g., Bash, CLI) equivalents. PowerShell is presented as the only scripting option, and there is no mention of Linux tools or cross-platform CLI commands. This creates friction for Linux/macOS users, especially since Service Fabric supports Linux containers and clusters.
Recommendations
  • Add Azure CLI or Bash script examples for configuring scaling policies, especially for Linux clusters.
  • Explicitly mention cross-platform tooling where available (e.g., Azure CLI, REST API).
  • Clarify which PowerShell commands are available on Linux (via PowerShell Core), and provide alternatives if not.
  • Include notes or links to Linux-specific guidance for Service Fabric auto scaling.
  • Consider providing sample YAML or JSON for ARM templates if relevant.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-12 00:00 #239 in_progress Clean Clean
2026-02-11 00:00 #235 in_progress Clean Clean
2026-02-10 00:00 #231 completed Biased Biased
2026-01-14 01:31 #124 completed Biased Biased
2026-01-13 06:17 #109 completed Biased Biased
2026-01-12 00:00 #101 completed Biased Biased
2026-01-10 00:00 #94 completed Clean Clean
2026-01-09 19:00 #91 completed Clean Clean
2026-01-06 22:28 #80 completed Clean Clean

Flagged Code Snippets