Event Streaming
Distributed event streaming platform. Topics, partitions, producers, consumers, KRaft mode, and real-time data pipelines.
In-Memory Store
Lightning-fast in-memory data structure server. Strings, Hashes, Lists, Sets, Sorted Sets, Pub/Sub, and caching patterns.
Stream Processing
Stateful stream processing framework. DataStream API, event time, watermarks, checkpointing, and real-time analytics.
Similarity Search
Vector databases for RAG pipelines and agent memory. Qdrant, Milvus, pgvector — embeddings, HNSW indexing, and metadata filtering.
Container Orchestration
Deploy and manage containerized AI agents at scale. Pods, services, deployments, HPA autoscaling, Helm charts, and GPU node pools.
Relational Database
The most advanced open-source database. JSONB for agent state, CTEs, window functions, advanced indexing, partitioning, and replication.