Meet the Author

Moses Mendoza
Staff Software Engineer
Moses is a problem solver. He enjoys unraveling and understanding systems of computers and humans. He’s developed a deep appreciation for simplicity from many years in many roles in software engineering. Above all, he just wants to build good and useful things that people will love.
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Multi-Agent Collaboration on a Shared Canvas
This is part 2 of a series on taking agentic applications from prototype to production with AWS AgentCore. Part 1 covers foundational design questions, like cardinality, session lifecycle, state management, and operational constraints. This post goes deeper on one of those topics: how we use the difference between an LLM session and an AgentCore Runtime session to build collaborative multi-agent investigations.

From Prototype to Production With AWS AgentCore
Canvas runs on AWS Bedrock AgentCore. We picked AgentCore because it supports the ramp described in this post: it’s quick to get running, it’s modular, and it has production-grade underpinnings. But, like any platform, it has some traps to be aware of. In this post, we share some of the most important things we learned while building on AWS AgentCore.