Decoding Agent-Core Runtime…

Following on my previous post on “Decoding Agent Code” — https://medium.com/p/f85a16b07d9e, here is a deep dive on Agent-Core Runtime.

Overview of AgentCore Runtime

Agent-Core Runtime as the name suggests is a framework agnostic runtime for Agents. AgentCore Runtime is specifically designed to solve the “prototype trap” problem, enabling organizations to move from agent experiments to production-ready systems. You build your agents using any framework — Strands, Langgraph, ADK, Autogen etc. and you can deploy it on AgentCore Runtime. . Runtime eliminates the operational overhead and allows teams to focus on building agent capabilities rather than managing infrastructure.

End to End Process — You can deploy your agent built using any framework or your MCP Server to Agent-Core runtime in 4 steps. We will dive in to the details of each of these steps in later sections

Pre-requisites: Your Agent Code / MCP Server Code + dependencies (Requirements.txt)

Prepare your agent: This step involves wrapping your agent / mcp server as a Agent-Core App.

Configure your Runtime: This step takes in your prepared agent + requirements.txt and creates Docker File and Deployment script

Launch your agent in Agent-Core Runtime: This steps takes the configurations — (a) creates the image and pushes in to ECR (b) deploys the image as a container in Agent-Core runtime