Srinivas Reddy Alluri

Cloud Data/AI Engineering Lead

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The Patterns That Decide Whether Your AI Agent Becomes a Product Jun 15, 2026

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The Patterns That Decide Whether Your AI Agent Becomes a Product
The AI Stack Decoded: Every Layer of a Modern AI Application (And Who Should Own What)
Building Real-Time Data Pipelines with Kafka and Spark Structured Streaming
Kafka Topics and Partitions — A Complete Guide
Spark Workers, Executors, and the Cluster Runtime — A Visual Guide

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distributed-systems agents ai kafka llm spark agent-architecture architecture aws-bedrock build-vs-buy