Document Details
Confluent Kafka Input
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
Summary
The documentation page demonstrates a Windows bias in its instructions for uploading certificates to Azure Key Vault. All Azure CLI usage examples are shown in PowerShell syntax, with explicit references to Windows file paths (e.g., C:\Users\Downloads\...), and guidance such as 'configured and installed locally with PowerShell.' There are no Linux/macOS shell examples, nor any mention of how to adapt the commands or file paths for those platforms. This may create friction for non-Windows users attempting to follow the guide.
Recommendations
- Provide Azure CLI examples using Bash syntax alongside PowerShell, including Linux/macOS file path formats (e.g., /home/user/Downloads/isrgrootx1.pem).
- Clarify that Azure CLI works cross-platform and can be used from Bash, zsh, etc., not just PowerShell.
- Remove or rephrase instructions that imply PowerShell is required (e.g., 'configured and installed locally with PowerShell').
- Add notes or sections for Linux/macOS users, highlighting any differences in command usage or environment setup.
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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| 2026-01-11 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 |
 Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-12 23:44 | #41 | cancelled |
Biased
|