An agent that works in a notebook is not an agent in production. This post walks through migrating a LangGraph customer support agent to Amazon Bedrock AgentCore in two stages: onto Runtime, Gateway, and Memory, then to model-driven planning on Strands Agents, retiring operational burdens along the way.
Strategic AI Brief
Impact Analysis
An agent that works in a notebook is not an agent in production.
Market Signal
This post walks through migrating a LangGraph customer support agent to Amazon Bedrock AgentCore in two stages: onto Runtime, Gateway, and Memory, then to model-driven planning on Strands Agents, retiring operational burdens along the way.
Tactical Warning
Analyze architectural integration pathways for Migrate agentic workloads to to mitigate technical debt and optimize deployment costs.