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 the application health extension and custom metrics. However, there are several instances where Windows/PowerShell examples are presented before Linux/Bash equivalents, and Windows-specific extension types (ApplicationHealthWindows) are used in sample code. PowerShell examples are detailed and prominent, and Windows tools/patterns (e.g., PowerShell HTTP server) are included alongside Linux examples. The REST API examples also default to Windows extension types. Overall, Linux parity is present but not always prioritized.
Recommendations
- Present Linux/Bash examples before Windows/PowerShell examples in each section to avoid 'windows_first' bias.
- Ensure REST API and JSON configuration samples alternate or default to ApplicationHealthLinux when not OS-specific.
- Clarify in sample code and tables that both ApplicationHealthLinux and ApplicationHealthWindows are supported, and provide explicit Linux-focused samples.
- Expand troubleshooting and verification examples to include Linux-specific commands (e.g., systemctl, netstat) where appropriate.
- Review sample output snippets to ensure they reference both Linux and Windows extension types equally.
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Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-19 00:00 | #400 | in_progress |
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| 2026-02-18 00:00 | #396 | in_progress |
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| 2026-02-17 00:00 | #392 | in_progress |
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| 2026-02-16 00:00 | #388 | in_progress |
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| 2026-02-15 00:00 | #384 | in_progress |
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| 2026-02-14 00:00 | #380 | in_progress |
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| 2026-02-13 00:00 | #376 | in_progress |
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| 2026-02-12 00:00 | #372 | in_progress |
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| 2026-02-11 00:00 | #368 | in_progress |
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| 2026-02-10 00:00 | #364 | completed |
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| 2026-02-09 00:00 | #360 | completed |
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| 2026-02-08 00:00 | #356 | completed |
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| 2026-02-05 00:00 | #344 | completed |
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| 2026-02-04 00:00 | #340 | completed |
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| 2026-02-03 00:00 | #336 | completed |
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| 2026-02-02 00:00 | #332 | completed |
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| 2026-02-01 00:00 | #328 | completed |
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| 2026-01-31 00:00 | #324 | completed |
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| 2026-01-30 00:00 | #320 | completed |
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| 2026-01-27 00:00 | #308 | completed |
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| 2026-01-07 06:10 | #227 | cancelled |
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