Ready to elevate your skills? Join a workshop on Thursday, September 24th, and take your expertise to the next level.
Pipe Dreams to Pipelines: Observing and Evaluating AI Agents and Services with OTel + OpenSearch
Thursday, September 24
Time: 10:40 AM – 12:20 PM
Instructor: Anirudha Jadhav, Senior Engineering Manager, OpenSearch, Amazon Web Services
Your agents and the services they depend on are running in production — but are they actually doing what you think they’re doing? In this hands-on workshop, you’ll build an end-to-end observability pipeline for AI agents and services, from first span to production monitoring, on a fully OpenTelemetry-native foundation.
Guided step-by-step, you’ll instrument an agent and its services with OpenTelemetry, route traces through Data Prepper into OpenSearch, and collect OTel-native metrics via Prometheus — no proprietary agents or vendor lock-in — then generate service maps that reveal how requests actually flow across agents and services. From there you’ll go beyond dashboards: reconstruct an agent’s reasoning path with PPL, correlate it against service RED metrics, score runs against golden paths to catch regressions in correctness, tool selection, cost, and latency, and feed production failures back into your eval set to close the loop. View the schedule to learn more.
RSVP by adding this workshop to your OpenSearchCon North America registration.
Search That Thinks: A Hands-On Guide to Building Agentic AI Search Applications in OpenSearch
Thursday, September 24
Time: 1:20 PM – 2:50 PM
Instructor: Jon Handler, Senior Principal Solutions Architect, AWS
Stop settling for basic keyword matches and start building search systems that actually reason. In this hands-on workshop, you’ll roll up your sleeves and construct an autonomous AI search application from scratch—moving beyond traditional retrieval to dynamic, multi-step agent workflows. Guided step-by-step, you’ll learn how to combine vector search, reasoning loops, and tool use to turn raw queries into intelligent, actionable answers. Whether you’re looking to upgrade a basic RAG setup or master the mechanics of agentic data retrieval, you’ll leave this session with a fully functional application—and the practical know-how to deploy it in your own environment. View the schedule to learn more.
RSVP by adding this workshop to your OpenSearchCon North America registration.
