Confluent Kafka Input - Document Details

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This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

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Bias Analysis

Detected Bias Types

powershell_heavy

windows_first

missing_linux_example

Summary

The documentation demonstrates a Windows bias in the section on uploading certificates to Azure Key Vault. All command-line examples are shown using PowerShell syntax and Windows-style file paths (e.g., C:\Users\Downloads\...), with no equivalent Linux/macOS examples or mention of cross-platform compatibility. The guidance assumes the user is running Azure CLI from PowerShell, and instructions such as 'right-click and copy the path' are Windows-centric. There is no mention of how to perform these steps on Linux or macOS, nor are there examples using Unix-style paths or shells.

Recommendations

Provide Azure CLI command examples using both PowerShell (Windows) and Bash (Linux/macOS) syntax.
Include file path examples for both Windows (C:\...) and Linux/macOS (/home/user/...).
Clarify that Azure CLI is cross-platform and can be used from any shell, not just PowerShell.
Replace or supplement 'right-click and copy the path' with platform-agnostic instructions.
Explicitly mention any platform-specific requirements or differences, if any, for Linux/macOS users.
Add a note or section for Linux/macOS users to ensure parity and inclusivity.

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Scan History

Date	Scan	Status	Result
2026-01-14 00:00	#250	in_progress	Biased
2026-01-13 00:00	#246	completed	Biased
2026-01-11 00:00	#240	completed	Biased
2026-01-10 00:00	#237	completed	Biased
2026-01-09 00:34	#234	completed	Biased
2026-01-08 00:53	#231	completed	Clean
2025-07-13 21:37	#48	completed	Clean
2025-07-12 23:44	#41	cancelled	Biased

Flagged Code Snippets

az keyvault secret set --vault-name mykeyvault --name confluentsecret --file C:\Users\Downloads\isrgrootx1.pem