Document Details
Partner Akamai Secure Hybrid Access
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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
⚠️
windows_tools
Summary:
The documentation demonstrates a Windows bias by referencing Windows-specific tools and workflows (such as ASP.NET MVC, OWIN middleware, and .NET code samples) without providing equivalent Linux or cross-platform examples. Certificate management and application examples are also Windows-centric, and there is a lack of guidance for Linux-based environments or tools.
Recommendations:
- Provide Linux-based or cross-platform examples for application integration, such as using Java (Spring), Python (Flask/Django), or Node.js for OIDC/SAML flows.
- Include instructions for certificate generation and management using Linux tools (e.g., OpenSSL) alongside or instead of Windows-specific instructions.
- Offer sample configurations and code snippets for popular Linux web servers (e.g., Apache, Nginx) and application frameworks.
- Reference cross-platform tools and avoid assuming the use of Windows-only technologies (such as OWIN or ASP.NET MVC) as the default.
- Where application examples are given (e.g., header-demo-app), provide deployment and testing steps for both Windows and Linux environments.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-09-12 00:00 | #109 | completed | ❌ Biased |
| 2025-09-11 00:00 | #108 | completed | ❌ Biased |
| 2025-09-10 00:00 | #107 | completed | ❌ Biased |
| 2025-09-09 00:00 | #106 | completed | ❌ Biased |
| 2025-08-13 00:00 | #79 | in_progress | ❌ Biased |
| 2025-07-13 21:17 | #46 | cancelled | ❌ Biased |
| 2025-07-13 20:48 | #44 | cancelled | ✅ Clean |
| 2025-07-13 20:32 | #43 | cancelled | ✅ Clean |
| 2025-07-09 13:09 | #3 | cancelled | ✅ Clean |
| 2025-07-08 04:23 | #2 | cancelled | ❌ Biased |