AWS Women's User Group Berlin: June Event - AI Agents in Production

The AWS Women’s User Group Berlin is thrilled to invite you to our upcoming meetup sponsored by Storm Reply focused on Building production-ready AI agents for real-world impact.

Join us for a deep dive into how to build, observe, and evaluate AI agents at scale. You’ll also see how these ideas come to life in a real-world climate-smart agriculture solution that turns weather forecasts into actionable field guidance. Whether you’re building agentic systems today or planning what comes next, this meetup will give you practical insights into making AI agents work in production.

Speaker Info

Keynote Talk

Speaker: Tetiana Senna
Position: Team Lead / Senior Project Manager, Storm Reply
Talk Title: Trust, but Verify: Observability and Evaluations for AWS Agents
Abstract: Getting an AI agent to work in a demo is easy. Knowing whether it still works in production - after the next prompt change, the next model upgrade, the next edge case - is the hard part. Unit tests don't cover non-deterministic behavior, and manually reviewing a handful of runs doesn't scale.
This talk walks through the two practices that close that gap: observability (understanding what actually happened inside your agent) and evaluation (deciding whether the outcome was any good). We'll dig into Amazon Bedrock AgentCore's Observability and Evaluations capabilities, compare the proven evaluation approaches - built-in LLM-as-a-Judge evaluators for automatic quality monitoring, and custom evaluators for business-specific correctness checks - with a candid look at what each one is good for, where it falls short, and what it costs to run at scale. We'll also take a close look at AgentCore Optimization, AWS's newly previewed feature in this space.

Applied Agentic AI Talk

Speaker: Vidhu Mitra Malladi
Position: Senior Software Engineer, Yara Digital Farming
Talk Title: Weather Risk Intelligence Agent for farmers & Agronomist
Abstract: Unpredictable weather ev