Document Details
Credential Access Key Vault
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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows and PowerShell bias. All code examples are provided exclusively in PowerShell, with no equivalent Bash, CLI, or Linux-native instructions. Windows-specific tools and patterns (such as .msi installers, Windows Management Framework, and PowerShell cmdlets) are referenced throughout, and there is no guidance for Linux users on how to generate certificates, install required libraries, or access Azure Key Vault from Linux-based Batch nodes.
Recommendations
- Provide equivalent Bash/Azure CLI examples for certificate creation, service principal setup, and Key Vault access.
- Include instructions for installing required Azure libraries (e.g., Azure CLI, Azure SDK for Python) on Linux Batch nodes.
- Mention Linux-compatible certificate management tools (e.g., openssl) alongside PowerShell alternatives.
- Clarify any differences in workflow or prerequisites for Linux nodes, such as file paths, environment setup, and authentication methods.
- Ensure that Linux examples are presented with equal prominence and detail as Windows/PowerShell examples.
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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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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