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 page for the Service Fabric application lifecycle consistently references PowerShell cmdlets and Windows-centric tooling (e.g., PowerShell commands, .NET APIs) throughout critical lifecycle operations (deploy, upgrade, remove, cleanup). While REST API alternatives are mentioned, Linux-native CLI tools (such as sfctl or Azure CLI) are not referenced in the main procedural steps, and PowerShell examples are shown first or exclusively. This creates friction for Linux/macOS users, who must infer or search for equivalent commands.
Recommendations
  • Add explicit examples and procedural steps using sfctl (Service Fabric CLI) and Azure CLI for all major lifecycle operations (deploy, upgrade, remove, cleanup).
  • Where PowerShell cmdlets are referenced, provide Linux/macOS equivalents alongside, not just REST API links.
  • Ensure that CLI and REST API options are presented before or alongside PowerShell examples, not after.
  • Include sample command blocks for sfctl and Azure CLI in relevant sections.
  • Clarify which tools are cross-platform and which are Windows-only, to help users choose the right approach.
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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