Document Details
Virtual Machine Scale Sets Rolling Upgrade Custom Metrics
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
windows_first
powershell_heavy
windows_tools
Summary
The documentation provides both Linux (Bash/Python) and Windows (PowerShell) examples for configuring custom metrics and the application health extension. However, there are several instances where Windows-specific tools, patterns, or terminology are presented first or more prominently. For example, PowerShell examples and Windows extension types are often shown before or alongside Linux equivalents, and the REST/ARM examples default to 'ApplicationHealthWindows'. The PowerShell section is detailed and uses Windows-centric variable names and extension types. The CLI examples are cross-platform, but Windows tools and patterns are mentioned at least as much as Linux ones, sometimes before them.
Recommendations
- Ensure Linux and Windows extension types are presented equally in all code samples and explanations. For example, REST/ARM examples should show both 'ApplicationHealthLinux' and 'ApplicationHealthWindows' or clarify when to use each.
- Alternate the order of Bash and PowerShell examples, or present Bash first to avoid implicit Windows-first bias.
- Clarify which examples are for Linux and which are for Windows, especially in sections where only one is shown.
- Add explicit Linux-focused troubleshooting and verification steps, such as using systemd or other Linux-native tools for health endpoint management.
- Where possible, use neutral variable names and avoid Windows-centric naming in generic examples.
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
|
| 2026-01-27 00:00 | #308 | completed |
Biased
|
| 2026-01-07 06:10 | #227 | cancelled |
Clean
|