Jon Handler·Aug 17Read Your AI Agent’s Mind. OpenSearch Observability for LLM Traces.You shipped your AI agent. It answers questions, calls tools, retrieves documents, and mostly does the right thing. Mostly. When it does…
Jon Handler·Aug 141TB Migrated in 33 Minutes. The Agent Didn’t Even Need Coffee.In a recent demo, our team migrated one terabyte of production data from Elasticsearch 7.10 running on Amazon OpenSearch Service to…
Jon Handler·Aug 11Forget Total Recall. Give Your AI Agent Selective Memory with OpenSearch.Imagine handing an LLM the full text of Anna Karenina and asking what Levin thinks about farming. The model has the information somewhere…
Jon Handler·Aug 6Stop Making Your Database Pretend It Can SearchDatabases are optimized for durable storage: transactions, constraints, consistency, recovery. Amazon OpenSearch Service is optimized for a…
Jon Handler·Aug 4Your Search Backend Speaks MCP NowEvery MCP-compatible agent in the world needs the same three things from a search backend: discover what data is available, run queries…
