The Serverless Revolution: Why AWS Lambda Changed Everything I Thought I Knew About Building Scalable Systems

πŸŽ“ AUTHORITY NOTE Drawing from 20+ years of enterprise architecture experience and having migrated dozens of production systems to serverless, representing millions of Lambda invocations monthly. This is battle-tested, production-proven knowledge. Executive Summary There’s a moment in every architect’s career when a technology fundamentally rewrites your mental model of how systems should work. For me, […]

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Building Chat Interfaces for AI: Design Patterns and Best Practices

Building Chat Interfaces for AI: Design Patterns and Best Practices Expert Guide to Creating Intuitive, Accessible, and Performant AI Chat Interfaces I’ve designed and built chat interfaces for over 20 AI applications, and I can tell you: the difference between a good chat interface and a great one isn’t the AIβ€”it’s the UX. A well-designed […]

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Enterprise GenAI: Taking AI Applications from Prototype to Production at Scale

Deploy GenAI at enterprise scale. Learn model routing, observability, security patterns, cost management, and what the future holds for AI in production.

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Why Kafka Became the Backbone of Modern Data Architecture: Lessons from Building Event-Driven Systems at Scale

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 […]

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