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 page provides extensive PowerShell-based examples and references, with no mention of Linux/macOS equivalents (such as Azure CLI, REST API, or cross-platform tooling). Windows/PowerShell tools are referenced exclusively and repeatedly, and all command-line examples are PowerShell-centric. There is no guidance for Linux/macOS users on how to perform the same tasks, despite Service Fabric supporting cross-platform clusters and management.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell cmdlets shown, especially for application upgrades, service creation, and parameter updates.
  • Reference REST API endpoints where applicable, and provide sample payloads for ARM template operations.
  • Explicitly mention cross-platform management options (e.g., Azure CLI, REST API, SDKs) and link to relevant documentation.
  • Where PowerShell is referenced, clarify if the cmdlets are available on Linux/macOS (via PowerShell Core), or provide alternatives if not.
  • Ensure that 'Next steps' and tutorial links include Linux/macOS-compatible workflows (e.g., CLI or SDK-based tutorials).
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Scan History

Date Scan Status Result
2026-02-20 00:00 #404 in_progress Biased Biased
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