Azure OpenAI Service with Python: Building Enterprise AI Applications

After spending two decades building enterprise applications, I’ve watched countless “revolutionary” technologies come and go. But Azure OpenAI Service represents something genuinely different—a managed platform that brings the power of GPT-4 and other foundation models into the enterprise with the security, compliance, and operational controls that production systems demand. Here’s what I’ve learned from integrating […]

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.NET 9: A Solutions Architect’s Guide to the Modern .NET Ecosystem

After two decades of building enterprise applications on the Microsoft stack, I’ve witnessed every major evolution of .NET—from the original Framework through the tumultuous transition to Core, and now to the unified platform we have today. .NET 9, released in November 2024, represents the maturation of a platform that has finally delivered on the promise […]

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Azure API Management for Healthcare: Security and Compliance

Healthcare API Architecture with Azure APIM HIPAA Compliance Requirements ⚖️ HIPAA Technical Safeguards for API Management ✓ Access Control (§164.312(a)(1)): Role-based access, unique user IDs, emergency access procedures ✓ Audit Controls (§164.312(b)): Log all PHI access, monitor API calls, immutable audit trails ✓ Integrity (§164.312(c)(1)): Validate data not altered, use checksums/digital signatures ✓ Transmission Security […]

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