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Embed a file-defined agent in an existing Next.js application while keeping the application's authentication, database, routes, and deployment boundaries.
A complete path from a file-defined TypeScript agent to AgentCore Runtime, including arm64 containers, webhook ingress, EventBridge schedules, S3-backed state, logs, redeploys, and the limits that still matter.
Getting an agent directory out of the terminal usually means adopting a framework or moving into a platform. There is a third shape — a serving layer — and this is what it looks like end to end.