Document Details
Vm Customization
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
Summary
The documentation provides both Azure CLI and PowerShell examples for VM vCore customization, but the PowerShell section is presented immediately after the CLI section and is detailed, which may suggest a slight Windows-first bias. However, the CLI example uses an Ubuntu image and is clearly cross-platform. There are no missing Linux examples, and no exclusive mention of Windows tools or patterns. The ARM template section is platform-neutral. The overall bias is minor and does not significantly impact Linux/macOS users.
Recommendations
- Consider explicitly stating that Azure CLI commands are cross-platform and preferred for Linux/macOS users.
- Add a brief note in the PowerShell section clarifying its Windows-centric nature.
- Ensure parity in example detail between CLI and PowerShell sections.
- Optionally, provide Bash shell scripting examples for Linux users, though Azure CLI already covers this.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-02-12 00:00 | #372 | in_progress |
Biased
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| 2026-02-11 00:00 | #368 | in_progress |
Biased
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| 2026-02-10 00:00 | #364 | completed |
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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 |
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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 |
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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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| 2026-01-07 06:10 | #227 | cancelled |
 Clean
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