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
missing_linux_example
windows_tools
windows_first
Summary
The documentation page is heavily biased towards Windows and PowerShell. All provisioning and management instructions are given exclusively using Azure PowerShell commands, with no mention of Azure CLI, Bash, or cross-platform alternatives. The prerequisites and step-by-step examples assume a Windows/PowerShell environment, and there are no Linux/macOS-specific instructions or examples. Quickstart links also default to Windows or Visual Studio tabs.
Recommendations
- Add equivalent Azure CLI (az) commands for all provisioning and management steps, with clear examples.
- Include Bash or shell command examples for Linux/macOS users where appropriate.
- Update prerequisites to mention both Azure PowerShell and Azure CLI, with links to installation guides for all platforms.
- Ensure quickstart links and code tabs include Linux/macOS and cross-platform options, not just Windows/Visual Studio.
- Explicitly state that all steps can be performed on Linux/macOS, and provide any platform-specific notes if needed.
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
|
| 2025-08-17 00:01 | #83 | cancelled |
Clean
|
| 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
|