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OpenSearchCon India 2026
15-16 June 2026 | Mumbai, India
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IMPORTANT NOTE: Timing of sessions and room locations are subject to change.

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Monday June 15, 2026 5:20pm - 6:00pm IST
Agentic AI systems are moving from experiments to production—but most teams lack visibility into how agents
think, coordinate, and evolve. This session explores using OpenSearch as the cognitive backbone for modern agent
frameworks like Strands and LangGraph, positioning it as: a long-term memory store, reasoning trace index, multi-
agent coordination layer, and observability platform.

Through a live architecture walkthrough, we'll build a multi-agent system where every planning step, tool
invocation, state transition, and outcome is indexed in OpenSearch. We'll demonstrate how to debug hallucinations
using reasoning traces, replay agent decisions across sessions, analyze performance with hybrid search, detect
behavioral drift, and coordinate multiple agents through search-backed state.

Attendees will gain practical architectural patterns for running stateful, observable, production-grade AI agents
using OpenSearch as core infrastructure—beyond basic retrieval.

Key Takeaways:
• Design stateful agent memory architectures
• Implement agent observability pipelines
• Use OpenSearch for reasoning trace analysis
• Coordinate multi-agent systems via indexed state
Speakers
avatar for Smita Singh

Smita Singh

Sr. Solutions Architect, AWS

avatar for Hitesh Subnani

Hitesh Subnani

Solutions Architect - II, AWS
Hitesh Subnani is a Solutions Architect at AWS with specialized expertise in Search, Analytics, and Data Warehouse technologies. With a comprehensive background in data engineering and architecture, he brings a wealth of technical knowledge to complex cloud infrastructure challenges... Read More →
Monday June 15, 2026 5:20pm - 6:00pm IST
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