agents-build

To add memory and VPC capabilities to an AgentCore project, follow a guided workflow that wires these features into your existing setup and updates deployment configurations for production readiness without disruptive rewrites.

Setting up multi-agent orchestration in AgentCore involves navigating framework choices like Strands or LangGraph and applying enforced guardrails to ensure safe, scalable updates when extending your agent's capabilities.

Yes, you can migrate between Strands and LangGraph frameworks safely by applying enforced migration considerations and guardrails that ensure scalable, non-disruptive updates to your existing agent runtime.

Yes, the AgentCore extension workflow supports updating deployments and configurations to reflect new capabilities like memory, VPC, and multi-agent tooling without requiring disruptive rewrites.

You need to use migration tooling for an AgentCore project when adding new capabilities like multi-agent orchestration or model changes, ensuring safe framework transitions and scalable production deployments.

Applying guardrails when extending an agent with new capabilities ensures safe, scalable updates to the runtime and enforces migration considerations that prevent disruptive failures during production deployment.