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Building production AI agents on Elasticsearch: 5 key lessons
After a year and one million messages, Elastic's Field Technology team shares five lessons from building production AI agents: why logs matter most, how retrieval thresholds shape quality, and what hi...
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Timeline cronologica
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Elastic 9.4: Workflows GA, Agent Builder updates, and Prometheus/PromQL support
Elastic 9.4 makes Elastic the context and retrieval layer of choice with Agent Builder enhancements and Workflows GA while native Prometheus support and TSDB improvements make…
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Catching invisible errors: How I built a duplicate detection agent for Kenya's HIV program
A multi-agent duplicate detection system built with Elastic Agent Builder addresses the 56% failure rate of manual duplicate detection in Kenya's HIV patient records. It uses…
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The Elasticsearch Agent Builder Hackathon
The Elasticsearch Agent Builder Hackathon showed AI agents built with Elastic tools to solve real-world problems. Winners include PHAROS (drug safety in <60s), Gauntlet…
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Building production AI agents on Elasticsearch: 5 key lessons
After a year and one million messages, Elastic's Field Technology team shares five lessons from building production AI agents: why logs matter most, how retrieval thresholds shape…