Document Details
Service Fabric Best Practices Capacity Scaling
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
windows_first
Summary
The documentation page exhibits a notable Windows bias, particularly in the scaling procedures. PowerShell commands (e.g., Disable-ServiceFabricNode, Get-ServiceFabricNode, Remove-ServiceFabricNodeState) are referenced exclusively for manual scaling operations, with no equivalent Linux CLI or bash examples. The step-by-step instructions for scaling in/out are written as if PowerShell is the only available tool, and no mention is made of Service Fabric CLI (sfctl) or REST API alternatives. Windows tools and patterns are assumed, and Windows-centric terminology appears before Linux equivalents. While there are links to Linux cluster creation, the operational guidance is Windows-focused.
Recommendations
- Provide equivalent Linux examples using Service Fabric CLI (sfctl), bash scripts, or REST API calls for all PowerShell commands.
- Explicitly mention cross-platform tools and workflows, and clarify which steps apply to both Windows and Linux clusters.
- Reorder or parallelize instructions so that Linux and Windows approaches are presented side-by-side, rather than Windows-first.
- Add notes or tables summarizing command equivalence between Windows (PowerShell) and Linux (sfctl/REST).
- Ensure that all manual and programmatic scaling instructions are accessible to Linux users.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-12 00:00 | #239 | in_progress |
 Clean
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| 2026-02-11 00:00 | #235 | in_progress |
Clean
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| 2026-02-10 00:00 | #231 | completed |
Biased
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| 2026-01-14 01:31 | #124 | completed |
Biased
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| 2026-01-13 06:17 | #109 | completed |
Biased
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| 2026-01-12 00:00 | #101 | completed |
Biased
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| 2026-01-10 00:00 | #94 | completed |
Clean
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| 2026-01-09 19:00 | #91 | completed |
Biased
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| 2026-01-06 22:28 | #80 | completed |
Clean
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