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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
⚠️
missing_linux_example
⚠️
windows_tools
Summary:
The documentation demonstrates a Windows bias in several ways: it directs users to create and validate private endpoints using Windows-centric tools and workflows, such as referencing the creation of a Windows VM and providing only a PowerShell (Resolve-DnsName) command for DNS validation. There are no equivalent instructions or examples for Linux users (e.g., using dig or nslookup), and the validation steps are explicitly tied to Windows environments. The documentation also references Windows tools and patterns before any cross-platform or Linux alternatives.
Recommendations:
- Provide parallel Linux examples for all validation and management steps, such as using dig or nslookup for DNS resolution.
- When instructing users to create a VM for validation, offer both Windows and Linux VM creation links and instructions.
- Avoid referencing only Windows-specific tools (e.g., PowerShell) in validation steps; include cross-platform alternatives.
- Ensure screenshots and walkthroughs are not exclusively from Windows environments, or supplement them with Linux equivalents.
- Explicitly state that all CLI steps are cross-platform and clarify any OS-specific requirements or differences.
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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 |
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |