From 'Works on My Machine' to Production-Ready: Building AI Agents with Amazon Bedrock AgentCore

Source: Pulumi Blog

Introduction

Every developer building AI agents knows the gap between a working prototype and production deployment. Your fraud detection agent works perfectly on your laptop, but how do you deploy it with proper authentication, memory persistence, observability, and guardrails? This post walks through a complete end‑to‑end workflow for turning a “works on my machine” AI agent into a production‑ready service using Amazon Bedrock, AgentCore, and Pulumi.