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 consistently references PowerShell cmdlets and Windows-centric tooling throughout all lifecycle phases (deploy, test, upgrade, remove, maintenance). While REST API and .NET methods are also mentioned, PowerShell examples are prominent and often listed before cross-platform alternatives. There is minimal mention of Linux-specific tools or CLI usage (such as sfctl or Azure CLI), and no explicit Linux/macOS examples are provided. The inclusion of PowerShell as the primary automation method and lack of Linux parity creates friction for non-Windows users.
Recommendations
- Add explicit examples using sfctl (Service Fabric CLI) and Azure CLI for each lifecycle phase, especially for deployment, upgrade, and removal.
- Ensure that cross-platform tools are mentioned alongside PowerShell cmdlets, not after or instead of them.
- Provide sample commands and workflows for Linux/macOS environments, including file management and automation.
- Clarify which methods and tools are available on Linux clusters and which are Windows-only.
- Consider reordering examples so that REST API, sfctl, and Azure CLI are presented before or alongside PowerShell.
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
|