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_tools
missing_linux_example
windows_first
Summary
The documentation is heavily biased toward Windows and PowerShell. All provisioning and key retrieval steps are shown exclusively with Azure PowerShell commands, with no mention of Azure CLI, Bash, or cross-platform alternatives. The prerequisites and step-by-step instructions assume a Windows/PowerShell environment, and there are no Linux/macOS-specific notes or examples. Even the quickstart links often default to Windows or Visual Studio tabs.
Recommendations
- Add equivalent Azure CLI (az) commands for all provisioning and key retrieval steps, with clear Linux/macOS compatibility notes.
- Include Bash shell examples alongside PowerShell, or provide a tabbed interface for different platforms.
- Update prerequisites to mention Azure CLI as an alternative to Azure PowerShell, with installation links for Linux/macOS.
- Ensure quickstart links default to or include Linux/macOS-friendly tabs (e.g., command-line, Python, Bash).
- Explicitly state that all steps can be performed on Linux/macOS, and provide troubleshooting notes for non-Windows users.
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
|
| 2025-07-08 04:23 | #2 | cancelled |
Biased
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