When LinkedIn open-sourced Kafka in 2011, few predicted it would become the de facto standard for real-time data streaming. Fourteen years later, Kafka processes trillions of messages daily across organizations of every size, from startups to Fortune 500 companies. Having architected event-driven systems for over two decades, I’ve watched Kafka evolve from an interesting alternative […]
Read more →Category: Emerging Technologies
Emerging technologies include a variety of technologies such as educational technology, information technology, nanotechnology, biotechnology, cognitive science, psychotechnology, robotics, and artificial intelligence.
Building Multi-Agent AI Systems with Microsoft AutoGen: A Comprehensive Introduction to Agentic Development
📖 Part 1 of 6 | Microsoft AutoGen: Building Multi-Agent AI Systems 📚 Microsoft AutoGen Series Introduction to Agentic Development Agent Communication Patterns Automated Code Generation RAG Integration Production Deployment Advanced Patterns Next: Part 2 → 🎯 What You’ll Learn in This Series Part 1: AutoGen fundamentals, core concepts, and your first multi-agent system Part […]
Read more →Agentic Workflow Patterns: Building Autonomous AI Systems That Plan, Act, and Learn
Introduction: Agentic workflows represent a paradigm shift from simple prompt-response patterns to autonomous, goal-directed AI systems. Unlike traditional LLM applications where the model responds once and stops, agentic systems can plan multi-step solutions, execute actions, observe results, and iterate until the goal is achieved. This guide covers the core patterns that make agentic systems work: […]
Read more →Building Enterprise AI Applications with AWS Bedrock: What Two Years of Production Experience Taught Me
When AWS announced Bedrock in 2023, I was skeptical. Another managed AI service promising to simplify generative AI adoption? After two years of production deployments across financial services, healthcare, and retail, I’ve learned what actually matters when building enterprise AI applications. AWS Bedrock Enterprise Architecture The Foundation Model Landscape Has Matured The most significant evolution […]
Read more →FHIR API Security Part 2: Implementation & Best Practices
DPoP Implementation (.NET) Production DPoP Client (.NET) ⚠️ WARNING Production Security: Never hardcode credentials in your DPoP implementation. Use environment variables, Azure Key Vault, or AWS Secrets Manager. Rotate certificates every 90 days. Monitor for certificate expiration—a single expired cert can take down your entire API. FAPI 2.0 Authorization Flow 💡 TIP AI Agent Best […]
Read more →Building AI-Powered Frontends: Real-Time LLM Interactions in React
Building AI-Powered Frontends: Real-Time LLM Interactions in React Expert Guide to Creating Seamless, Real-Time AI Experiences in Modern React Applications After building dozens of AI-powered applications over the past few years, I’ve learned that the frontend experience makes or breaks an AI product. It’s not enough to have a powerful LLM backend—users need to feel […]
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