Document Details
Virtual Machine Scale Sets Networking
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_first
Summary
The documentation provides both Azure CLI and PowerShell examples for most tasks, but PowerShell examples are often presented before CLI examples, and some sections (such as querying public IPs) give more detailed PowerShell usage. There is a slight preference for Windows/PowerShell tooling, but Linux parity is generally maintained via CLI and ARM template examples.
Recommendations
- Present Azure CLI examples before PowerShell examples, or at least side-by-side, to avoid implicit Windows-first bias.
- Ensure all PowerShell examples have equivalent Azure CLI examples, especially for querying and managing resources.
- Add explicit notes clarifying that Azure CLI commands work cross-platform (Linux, macOS, Windows).
- Where possible, include Bash shell script snippets for complex CLI operations.
- Review for any PowerShell-only guidance and provide CLI alternatives.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-19 00:00 | #400 | in_progress |
Biased
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| 2026-02-18 00:00 | #396 | in_progress |
Biased
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| 2026-02-17 00:00 | #392 | in_progress |
Biased
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| 2026-02-16 00:00 | #388 | in_progress |
Biased
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| 2026-02-15 00:00 | #384 | in_progress |
Biased
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| 2026-02-14 00:00 | #380 | in_progress |
Biased
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| 2026-02-13 00:00 | #376 | in_progress |
Biased
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| 2026-02-12 00:00 | #372 | in_progress |
Biased
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| 2026-02-11 00:00 | #368 | in_progress |
 Clean
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| 2026-02-10 00:00 | #364 | completed |
Biased
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| 2026-02-09 00:00 | #360 | completed |
Biased
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| 2026-02-08 00:00 | #356 | completed |
Biased
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| 2026-02-05 00:00 | #344 | completed |
Biased
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| 2026-02-04 00:00 | #340 | completed |
Biased
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| 2026-02-03 00:00 | #336 | completed |
Biased
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| 2026-02-02 00:00 | #332 | completed |
Biased
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| 2026-02-01 00:00 | #328 | completed |
Biased
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| 2026-01-31 00:00 | #324 | completed |
Biased
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| 2026-01-30 00:00 | #320 | completed |
Biased
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| 2026-01-27 00:00 | #308 | completed |
Biased
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| 2026-01-07 06:10 | #227 | cancelled |
Clean
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