Document Details
Key Vault Parameter
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 consistently presents both Azure CLI and PowerShell examples for all tasks, but PowerShell is a Windows-centric tool and is shown alongside CLI in every section. There is a slight Windows bias in the order and prominence: PowerShell examples are always present, and in some sections, Windows/PowerShell tools are referenced first (e.g., in the introductory metadata and in the quickstart link for installing a certificate on a VM, which points to a Windows scenario). However, the Azure CLI examples (which are cross-platform and Linux-friendly) are always provided, and no critical steps are Windows-only.
Recommendations
- Explicitly mention that Azure CLI works on Linux/macOS and is recommended for cross-platform usage.
- Where PowerShell is referenced, clarify that Azure PowerShell is available on Linux/macOS, or provide Bash examples for common Linux shell environments.
- Avoid referencing Windows-specific scenarios (e.g., VM WinRM/certificate install) before Linux equivalents, or provide parity by linking to Linux VM scenarios.
- Consider showing Azure CLI examples first, or alternating order, to avoid subtle Windows-first bias.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-12 00:00 | #243 | cancelled |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-24 00:00 | #90 | cancelled |
Biased
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| 2025-07-24 00:00 | #59 | completed |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Biased
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