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 bias by exclusively providing PowerShell commands and workflows, referencing Windows-specific tools (such as .msi installers and Windows Management Framework), and omitting any Linux or cross-platform command-line examples. There is no mention of how to perform equivalent tasks on Linux Batch nodes, nor are Bash, Azure CLI, or other cross-platform tools referenced. The structure and language assume a Windows environment as the default.
Recommendations
- Provide equivalent Bash or Azure CLI examples for all PowerShell commands, especially for certificate creation, service principal management, and Key Vault access.
- Explicitly mention Linux support and provide guidance for Linux Batch nodes, including how to install necessary libraries and authenticate using certificates.
- Reference cross-platform tools (such as Azure CLI and OpenSSL) alongside or before Windows-specific tools.
- Include installation instructions for Azure CLI and relevant Python/SDK libraries on Linux nodes.
- Add a section or callouts that highlight any differences or additional steps required for Linux environments.
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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