Ricardo Ferreira
He / him / his
DevRel Lead @Redis | Expert in Distributed Systems, Databases, Data Streaming, and Observability | Previously @AWS, @Elastic, and @Confluent
Ricardo leads the developer relations team at Redis. He built a successful career with DevRel working for companies like AWS, Elastic, and Confluent.
Prior to DevRel, he has built deep expertise in distributed systems, databases, data streaming, and observability for over 20 years. Ricardo's career began with a decade-long focus on software engineering, mastering development best practices with Java. Then, he switched gears to solution architecture. In this role, he specialized in messaging, databases, in-memory data grids, and big data.
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Session
Vector Sync Patterns: Keeping AI Features Fresh When Your Data Changes
"Just rebuild your vectors nightly" — this seemingly reasonable approach quickly breaks down when your application code changes, leading to stale AI features, ballooning computing costs, and hoarsely frustrated users.
