#event driven

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 user-visible latency, eliminated 3AM pages, and lets us process 2M AI requests a day without hitting rate limit walls.