Document Details
Azure Openai Api From Specification
❌
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:
⚠️
missing_linux_example
⚠️
windows_first
Summary:
The documentation exclusively uses the Azure portal (web UI) for all instructions and does not provide any command-line examples. There are no references to Windows-specific tools like PowerShell, but there is also a complete absence of Linux (or cross-platform) CLI examples (such as Azure CLI or Bash). This omission can be considered a subtle form of Windows bias, as the Azure portal is often associated with Windows-centric workflows and many users on Linux or macOS prefer CLI-based instructions. Additionally, the lack of CLI parity may hinder automation and scripting, which are common in Linux environments.
Recommendations:
- Add Azure CLI examples for all major steps, such as importing an API, configuring authentication, and testing endpoints.
- Provide Bash script snippets for downloading and editing the OpenAPI specification.
- Explicitly mention that all steps can be performed on Linux, macOS, and Windows, and provide cross-platform instructions where possible.
- Include references to relevant Azure CLI documentation and ensure that screenshots or UI instructions are supplemented with equivalent CLI commands.
Create pull request
Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-13 00:00 | #110 | completed | ✅ Clean |
| 2025-09-12 00:00 | #109 | completed | ❌ Biased |
| 2025-09-11 00:00 | #108 | completed | ❌ Biased |
| 2025-09-10 00:00 | #107 | completed | ❌ Biased |
| 2025-08-14 00:01 | #80 | in_progress | ❌ Biased |
| 2025-07-13 21:25 | #47 | cancelled | ✅ Clean |
| 2025-07-13 20:48 | #44 | cancelled | ✅ Clean |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ✅ Clean |