#kafka
5 articles tagged kafka, from AI, System Design, Architecture. Latest: “I Rebuilt Our AI Agents on Kafka Instead of REST — Here's the Full Java Architecture”.
I Rebuilt Our AI Agents on Kafka Instead of REST — Here's the Full Java Architecture
REST between AI agents works until agent #4 shows up. The full Java/Spring Kafka topic design, the ReAct loop as a state machine, and a free audit trail.
System Design: Building a Notification Service for 50 Million Users
A complete system design walkthrough, from blank page to production architecture — fan-out, multi-channel delivery, rate limiting, and retry logic.
Event-Driven AI: How Kafka Streams Changed the Way We Run LLMs in Production
From blocking HTTP calls to async event streams — the architecture shift that halved latency, eliminated 3AM pages, and lets us process 2M AI requests a day.
Microservices Done Right: Patterns I've Learned from 12 Years of Enterprise Architecture
Real-world patterns, anti-patterns, and hard lessons delivering microservices for global enterprises — from decomposition to observability done right.
Kafka Scalability Patterns
Practical patterns for designing highly scalable Kafka-based enterprise systems — from partition strategy to consumer group tuning.