Jon Handler·1d agoWhat Did That Agent Run Cost? Token and Latency Accounting in OpenSearch UIEvery model call your agent makes is already a span with a token count. A few PPL queries turn those spans into a bill.A response icon1A response icon1
Reshmi Vijayan·3d agoYour First Contribution to OpenSearch: A Beginner’s GuideFrom understanding how search works to becoming part of the community that builds it.A response icon1A response icon1
Praveenvenkat·6d agoDerived Source in OpenSearch: The Trade-off Behind Storage SavingsWhat I learned while digging into how OpenSearch reconstructs documents instead of storing the original _source.
Ambuj·Nov 2From Spoken Request to Accurate Order: Intelligent Product Search with OpenSearch and Amazon…Making conversational order placement work in the real world
Jon Handler·Oct 29A Nightmare on Hollow Lane. Dedicated Cluster Managers Save the DayThree houses, a lane full of trick-or-treaters, and a Halloween night with no one in charge.
Md. Mehadi Hasan·Oct 28How we right-sized our OpenSearch cluster by letting search just do searchWhy we touched the cluster at all
Jon Handler·Oct 22Implement Agent Observability: Extend Your OpenTelemetry Stack on Amazon OpenSearch ServiceYou get paged at 2am and work backward from a symptom: which service is erroring, what changed, which log line explains it. That loop is…A response icon1A response icon1
Shubhesh Shukla·Oct 19One Setting Doubled Our OpenSearch CPU. Here’s How We Found It.A 291 MB index split into 5 shards, a month of evening spikes, and a zero-downtime fix that cut peak CPU from 91% to 38% and halved search…A response icon1A response icon1
Babayevqocheli·Oct 18Simple query, slow answer: chasing search latency in OpenSearchHow a 2 ms query turned into 900 ms in production, what was actually causing it, and how we fixed it in a .NET service
InStackademicbyRajneesh Gupta·Oct 18Building Production-Grade Product Search and Sorting for E-Commerce with Java 21, Spring Boot, and…Designing fast catalogue search, multi-criteria sorting, faceted filters, pagination, and reliable index synchronization.
