September 2025 – Page 2 – C4: Container, Code, Cloud & Context

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

Posted on September 7, 2025 by Nithin Mohan TK 6 min read

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 […]

Building AI Agents: A Complete Code Review Assistant from Scratch

Posted on September 1, 2025 by Nithin Mohan TK 8 min read

Hands-on tutorial building a production-ready AI agent. Create a code review assistant with tool use, error handling, caching, and GitHub integration.