Technology Radar
AWS Bedrock AgentCore is the agentic platform for building, running and operating agents at scale, securely without the overhead of infrastructure management, similar to GCP Vertex AI Agent Builder and Azure AI Foundry Agent Service. While it’s tempting to adopt the platform as a monolithic black box, we’ve seen more success with a nuanced, decoupled architecture: using the AgentCore runtime for production concerns such as session isolation, security and observability, while retaining orchestration logic in external frameworks like LangGraph. This separation of concerns allows teams to benefit from managed infrastructure while maintaining the flexibility to adapt as the LLM landscape evolves. By focusing on the runtime first, organizations can incrementally move agentic workloads into production without ceding control of their core logic to a vendor-specific orchestration layer.
