Document Details
Connect Kafka With Vnet
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
windows_first
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation provides instructions for both Linux and Windows client VMs, but there are signs of Windows bias. Windows-specific instructions (such as editing the hosts file at C:\Windows\System32\drivers\etc\) are called out in a dedicated section, and Windows steps are described in more detail (including screenshots and credential instructions). The Linux section is shorter and only provides a curl example, lacking parity in step-by-step guidance. Additionally, some generic instructions (e.g., using Ambari UI) are written in a way that assumes Windows users (browser-based, credential prompts), and Windows terminology ("overview page") is used before Linux equivalents. There is also a lack of Linux-specific troubleshooting or tool recommendations, and no PowerShell or Linux shell command examples for VM creation or configuration.
Recommendations
- Provide Linux and Windows instructions in parallel, with equal detail and screenshots for both platforms.
- Include Linux-specific troubleshooting steps, such as SELinux, firewall, or network configuration issues.
- Add Linux shell command examples for VM creation, hosts file editing, and Kafka topic management.
- Mention Linux tools (e.g., nano, vi, systemctl) where relevant, not just Windows tools.
- Ensure terminology is platform-neutral (e.g., 'hosts file location' instead of only Windows path).
- Add PowerShell and Bash examples for common tasks, and clarify differences between platforms.
- Review the order of presentation so that Linux instructions are not always after Windows ones.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
 Clean
|
| 2026-01-13 00:00 | #246 | completed |
Biased
|
| 2026-01-11 00:00 | #240 | completed |
Biased
|
| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
Clean
|
| 2026-01-06 18:15 | #225 | cancelled |
Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 2025-07-13 21:37 | #48 | completed |
Clean
|
| 2025-07-12 23:44 | #41 | cancelled |
Biased
|