Bias Analysis
Detected Bias Types
windows_first
powershell_heavy
windows_tools
image_bias
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. Windows examples, tools, and screenshots are frequently presented before Linux equivalents, and some instructions (such as enabling Accelerated Networking) reference PowerShell and Windows-centric workflows first. Windows-specific tools (Registry Editor, iSCSI Initiator app) are described in detail, with corresponding Linux instructions sometimes less detailed or presented after Windows. Screenshots and image examples are predominantly Windows-focused, and links to scripts or further reading often prioritize Windows. There is also a tendency to mention Windows session limits and configuration nuances before Linux ones.
Recommendations
- Alternate the order of Windows and Linux sections so that Linux is sometimes presented first.
- Provide equal detail for Linux configuration steps, including GUI-based workflows where applicable.
- Include Linux-specific screenshots and visual aids alongside Windows images.
- Reference Linux command-line tools (e.g., iscsiadm, multipath-tools) in introductory sections, not only in detailed steps.
- Ensure links to further reading or scripts are provided for both Windows and Linux, with parity in depth and clarity.
- Explicitly mention session limits, configuration caveats, and troubleshooting steps for Linux as is done for Windows.
- Where PowerShell is referenced, also provide Bash/Azure CLI equivalents for Linux users.
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