In the PoC it crushes it. Your agent answers questions, calls APIs, chains steps together, and the team is hyped.

Then reality hits: latency spikes, hallucinations in the edge cases, costs that do not scale, no guardrails, and zero observability when it breaks at 2 AM.

This session is about crossing that gap, whether you already have an agent in a PoC or you are about to build one.

In 60 minutes we will show what separates a demo agent from a production agent, and how startups are getting there without building the infrastructure from scratch. We will cover:

🔌 Gateway: one endpoint, every tool — turn the APIs and Lambda functions you already run into tools your agent can call, with auth handled in both directions and no rewrites

🛡️ Guardrails without wrecking latency — where to put safety checks, and what they actually cost you

🚀 Managed agents you deploy in clicks — FinOps, support, ops: already built, ready to customise

📊 The observability layer you are missing — know why your agent broke, not just that it broke

💬 Live Q&A with AWS Solutions Architects

Who should attend:

Founders, CTOs and engineering leads at startups building agentic features into their product, or using agents to run their operations. This is a level 200 session: some familiarity with LLM APIs helps, but you do not need to have shipped an agent already.

By registering, you agree to the AWS Event Terms & Conditions and AWS Code of Conduct.