Document Details
Apache Kafka Migration Guide
❌
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
Bias Types:
⚠️
windows_first
⚠️
missing_linux_example
Summary:
The documentation demonstrates subtle Windows bias by referencing Azure portal workflows and domain names with a strong Windows association (e.g., *.servicebus.windows.net) and by omitting any Linux-specific or cross-platform command-line examples. There are no CLI or shell commands (such as Azure CLI or Bash), and all instructions assume use of the Azure portal, which is more familiar to Windows users. There are no references to Linux tools, nor are there any examples for Linux environments.
Recommendations:
- Include Azure CLI and Bash command-line examples for creating namespaces, event hubs, and retrieving connection strings, alongside or before portal instructions.
- Mention Linux and macOS compatibility explicitly, and provide sample commands for those environments.
- When referencing domain names, clarify that the instructions apply equally to Linux and macOS users.
- Add verification steps using cross-platform tools (e.g., kafkacat, curl, or Azure CLI) instead of relying solely on the Azure portal.
- Ensure screenshots and walkthroughs are not portal-exclusive; include terminal-based alternatives.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-08-17 00:01 | #83 | in_progress | ✅ Clean |
| 2025-07-13 21:37 | #48 | completed | ❌ Biased |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |