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
missing_linux_example
Summary
The documentation consistently references PowerShell cmdlets and .NET API methods for managing the Service Fabric application lifecycle, with no explicit examples or instructions for Linux users. While REST API options are mentioned, there is a lack of parity in terms of CLI (e.g., Azure CLI, sfctl) usage examples, and no Linux shell or cross-platform command-line instructions are provided. This creates friction for Linux/macOS users, who must infer or research equivalent commands.
Recommendations
  • Add explicit examples using Azure CLI and/or sfctl for each lifecycle operation (deploy, upgrade, remove, etc.), especially where PowerShell cmdlets are currently shown.
  • Where PowerShell is referenced, provide equivalent bash/shell or cross-platform CLI commands, or at least link to relevant Linux instructions.
  • Clarify in each section that REST API and CLI tools are cross-platform, and provide sample usage for non-Windows environments.
  • In 'Preserving disk space' and 'Cleaning up files' sections, include Linux shell command examples or reference to sfctl/Azure CLI documentation for automation.
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Scan History

Date Scan Status Result
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