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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
⚠️
powershell_heavy
⚠️
windows_tools
⚠️
missing_linux_example
Summary:
The documentation demonstrates a moderate Windows bias. Windows tools and patterns (such as RDP, PowerShell, and Windows-specific instructions) are mentioned before or more prominently than their Linux equivalents. Some examples and instructions are Windows-centric or list Windows first, and there is a lack of parity in providing Linux-specific command-line or tool examples (e.g., no Bash or Linux shell script examples).
Recommendations:
- When listing tools or connection methods (e.g., RDP for Windows, SSH for Linux), present both options equally and in parallel, not with Windows first.
- For every PowerShell example or reference, provide an equivalent Bash or Linux shell example where possible.
- When referencing Azure CLI or SDKs, include explicit Linux usage examples (e.g., Bash scripts, Linux shell commands) alongside or before Windows/PowerShell examples.
- In sections describing how to connect to VMs, provide step-by-step instructions for both RDP (Windows) and SSH (Linux), not just a brief mention.
- Ensure that all prerequisites and setup steps are described for both Windows and Linux environments, including any OS-specific considerations.
- Review the order of presentation so that Linux and Windows are given equal prominence, or alternate which is listed first.
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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 |