execution, memory, and tool-use layers
Architect Graph and Vector RAG pipelines for enterprise knowledge retrieval
Define human-in-the-loop checkpoints and audit trails for SOX, HIPAA, and GDPR-governed workflows
Design MCP and A2A integration patterns across