Document Details
Service Fabric Application Lifecycle
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 demonstrates a notable Windows bias. PowerShell cmdlets are referenced extensively and often listed before or alongside REST and .NET API methods, with no mention of Linux-native CLI equivalents (such as sfctl or Azure CLI) in the main lifecycle sections. The workflow examples and automation guidance rely heavily on PowerShell, which is primarily a Windows tool, and there is little to no explicit guidance for Linux/macOS users, despite Service Fabric supporting cross-platform clusters and management.
Recommendations
- Include Linux/macOS-friendly command-line examples using sfctl and Azure CLI in all lifecycle phases (deploy, upgrade, remove, etc.), not just in the introductory links.
- Where PowerShell cmdlets are mentioned, provide equivalent sfctl or Azure CLI commands side-by-side.
- Add explicit notes or sections for Linux/macOS users, clarifying any differences or limitations in tooling or workflow.
- Ensure automation examples (such as cleanup policies) are shown using cross-platform tools/scripts, not just PowerShell.
- Review and update links to point to cross-platform documentation where available.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-19 00:00 | #400 | in_progress |
Biased
|
| 2026-02-18 00:00 | #396 | in_progress |
Biased
|
| 2026-02-17 00:00 | #392 | in_progress |
Biased
|
| 2026-02-16 00:00 | #388 | in_progress |
Biased
|
| 2026-02-15 00:00 | #384 | in_progress |
Biased
|
| 2026-02-14 00:00 | #380 | in_progress |
Biased
|
| 2026-02-13 00:00 | #376 | in_progress |
Biased
|
| 2026-02-12 00:00 | #372 | in_progress |
Biased
|
| 2026-02-11 00:00 | #368 | in_progress |
 Clean
|
| 2026-02-10 00:00 | #364 | completed |
Biased
|
| 2026-02-09 00:00 | #360 | completed |
Biased
|
| 2026-02-08 00:00 | #356 | completed |
Biased
|
| 2026-02-05 00:00 | #344 | completed |
Biased
|
| 2026-02-04 00:00 | #340 | completed |
Biased
|
| 2026-02-03 00:00 | #336 | completed |
Biased
|
| 2026-02-02 00:00 | #332 | completed |
Biased
|
| 2026-02-01 00:00 | #328 | completed |
Biased
|
| 2026-01-31 00:00 | #324 | completed |
Biased
|
| 2026-01-30 00:00 | #320 | completed |
Biased
|
| 2026-01-07 06:10 | #227 | cancelled |
Clean
|