When AWS Lambda launched in 2014, it fundamentally changed how we think about infrastructure. No servers to provision, no capacity to plan, no patches to apply—just code that runs when events occur, billed by the millisecond. AWS Lambda Event-Driven Architecture The Mental Model Shift Traditional infrastructure starts with capacity planning: How many servers? What instance […]
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AI Governance Frameworks: Implementing Responsible AI
Three years ago, our AI system made a biased hiring decision that cost us a major client and damaged our reputation. We had no governance framework, no oversight, no accountability. After implementing comprehensive AI governance across 15+ projects, I’ve learned what works. Here’s the complete guide to implementing responsible AI governance frameworks. Figure 1: Comprehensive […]
Read more →Orchestrating Enterprise Data Pipelines with Google Cloud Composer and Apache Airflow
Production-tested patterns for orchestrating enterprise data pipelines with Google Cloud Composer and Apache Airflow. Includes architecture, code examples, security, and cost optimization strategies.
Read more →ePrescribing in EU and Ireland: FHIR-Based Electronic Prescriptions
Electronic prescribing (ePrescribing) is transforming medication management across Europe and Ireland, replacing error-prone paper prescriptions with secure digital workflows. This comprehensive guide covers the regulatory landscape, FHIR-based implementation patterns, and practical code examples for building compliant ePrescribing systems. 🏥 HEALTHCARE INTEROPERABILITY SERIES This article is part of a comprehensive series on healthcare data standards. HL7 […]
Read more →Azure Monitor: A Solutions Architect’s Guide to Enterprise Observability
Azure Monitor Architecture – Data Sources, Platform, Insights, and Actions Observability has become the cornerstone of successful cloud operations, and after two decades of building and maintaining enterprise systems, I can confidently say that Azure Monitor represents one of the most comprehensive observability platforms available today. The ability to collect, analyze, and act on telemetry […]
Read more →FHIR Subscriptions: Building Real-Time Event-Driven Healthcare Apps
🏥 HEALTHCARE INTEROPERABILITY SERIES This article is part of a comprehensive series on healthcare data standards and interoperability. HL7 v2: The Messaging Standard That Powers Healthcare IT Building GDPR-Compliant FHIR APIs: A European Healthcare Guide EMR Modernization: Migrating from Legacy HL7 v2 to FHIR HL7 v3: Understanding RIM and Why v3 Failed to Replace v2 […]
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