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 demonstrates a notable Windows bias, particularly in its operational examples and tooling references. Key scaling procedures (both vertical and horizontal) are described using PowerShell commands and Windows-centric tools, with no equivalent Linux CLI or script examples provided. The step-by-step instructions for scaling in/out reference PowerShell and Service Fabric PowerShell cmdlets exclusively, omitting Linux alternatives such as Bash scripts or Service Fabric CLI commands. Additionally, Windows tools and patterns are mentioned first and more frequently, while Linux guidance is relegated to a single link in the 'Next steps' section.
Recommendations
- Add Linux-specific examples for scaling operations, using Bash and Service Fabric CLI (sfctl) commands.
- Include cross-platform instructions for disabling/removing nodes, not just PowerShell cmdlets.
- Present both Windows and Linux procedures side-by-side or clearly indicate platform-specific steps.
- Reference Linux tools (e.g., sfctl, Azure CLI) where appropriate, and provide links to their documentation.
- Ensure that operational guidance (e.g., for scaling, node management) is not exclusively tied to Windows environments.
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
|