ProductionPatterns

Kafka cluster with partitions and consumer groups visualized.

Optimizing Apache Kafka Topic Partitioning and Consumer Group Rebalancing

A deep‑dive into Kafka partition design and rebalance strategies that help large‑scale teams keep latency low and throughput high.

Diagram of a distributed memory mesh supporting AI agents.

Architecting Autonomous Memory Systems for Distributed AI Agent Orchestration: Lifecycle Management and Production Patterns

A deep dive into designing autonomous memory layers for large‑scale AI agent fleets, covering architecture, lifecycle ops, and proven production patterns.

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