Gcp, Encryption, Kafka, AWS, Elasticsearch, agentic memory patterns, data residency, FedRAMP, object-store-backed indexing, retrieval architectures, vector search, OpenSearch, Flink, vector hybrid indexing, streaming platforms, BYOK, tenant isolation, zero-downtime migrations, search indexing systems, multi-cloud deployments, distributed data pipelines