Document Details
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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
⚠️
missing_linux_example
Summary:
The documentation page shows a Windows-first bias by providing only Windows-based examples for specifying images (e.g., 'cycle.image.win2022', 'MicrosoftWindowsServer:WindowsServer:2022-datacenter-g2:latest', 'Windows 2022 DataCenter') and omitting equivalent Linux examples. While the table lists both Linux and Windows images, the configuration snippets and guidance focus exclusively on Windows, with no Linux or cross-platform parity in the examples.
Recommendations:
- Provide Linux-based examples alongside Windows examples for specifying images using ImageName, URN, and labels (e.g., use 'cycle.image.ubuntu22' and 'Canonical:0001-com-ubuntu-server-focal:20_04-lts:latest').
- Alternate the order of examples or present both Windows and Linux examples together to avoid implicit prioritization.
- Include a note or section explicitly addressing Linux image usage and any platform-specific considerations.
- Ensure that all configuration snippets and usage instructions demonstrate both Windows and Linux scenarios for parity.
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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 |