Document Details
Documentation Government Cognitiveservices
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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias. All provisioning and management instructions rely exclusively on Azure PowerShell commands, with no mention of Azure CLI or Bash alternatives. The quickstart links and examples prioritize Windows and Visual Studio tabs, and do not offer Linux-specific guidance or parity. There is no coverage of Linux tools, shell commands, or cross-platform instructions for resource creation and management.
Recommendations
- Add Azure CLI and Bash examples for all resource provisioning and management steps alongside PowerShell commands.
- Ensure quickstart links include Linux and cross-platform tabs, not just Windows/Visual Studio.
- Mention and demonstrate use of the Azure portal and REST API for resource management, which are platform-agnostic.
- Explicitly state that all instructions are applicable to both Windows and Linux, or provide separate sections for each.
- Review and update screenshots and UI references to avoid Windows-only imagery.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-12 00:00 | #243 | cancelled |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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