Production LLM & Agent SystemsResource Hub
Everything you need to build enterprise-grade GenAI systems on Oracle Cloud Infrastructure. Reference architectures, code samples, decision frameworks, and best practices.
Quick Start: From Demo to Production
Understand the Architecture
Read the six-plane production model to understand how enterprise GenAI systems should be structured.
Read Part 1Choose Your Agent Pattern
Decide between managed (OCI Agent Platform) or framework (LangGraph) agents based on your needs.
Read Part 2Deploy Reference Architecture
Use Oracle's quickstart blueprints to deploy a baseline stack on OCI.
Get BlueprintsAdd Observability
Instrument with OpenTelemetry and define SLOs for latency, cost, and quality.
Read Part 3Which Oracle AI Service Do I Need?
Quick decision framework for choosing the right service
Curated Resources
Enterprise GenAI Stack
Four-layer architecture for production LLM systems on OCI
Agentic AI on OCI
Deploy AI agents with OCI AI Agent Platform
Select AI + APEX Framework
Near-zero hallucinations with human-in-the-loop validation
Multicloud GenAI RAG
OCI + Azure patterns with high-performance connectivity
LangChain Oracle
Official LangChain integration for OCI GenAI
Open Agent Specification
Portable, declarative agent definitions
OCI AI Blueprints
Production-ready Terraform + OKE deployments
AI Solutions DevRel
Reference implementations and workshops
Production Blueprint (Part 1)
Six-plane architecture for enterprise AI systems
Agent Patterns (Part 2)
Managed vs Framework agents decision framework
Operating Model (Part 3)
Governance, observability, and lifecycle management
AI Architect Academy
Complete learning path for enterprise AI architects
Production Readiness Checklist
Don't ship without checking these boxes
Need Help Building Production AI Systems?
FrankX specializes in enterprise AI architecture and implementation on Oracle Cloud.