Blogs

Developer insights and practical how-to articles from our experts to inspire and empower your search experience

May 8, 2026

From averages to any percentile: Elasticsearch ships native exponential histogram support in ES|QL

Query any percentile at any time. Elasticsearch natively stores OTel exponential histograms and lets you analyze distributions in ES|QL without fixed buckets or lossy conversions.

From averages to any percentile: Elasticsearch ships native exponential histogram support in ES|QL
What’s new in Kibana Dashboards: flexible controls, improved defaults and a visual refresh

May 8, 2026

What’s new in Kibana Dashboards: flexible controls, improved defaults and a visual refresh

Kibana 9.4 ships a batch of dashboard improvements — from better defaults to layout controls to a visual refresh. Here's what changed and why.

30x faster than Prometheus: How we rebuilt Elasticsearch as a leading columnar metrics datastore

30x faster than Prometheus: How we rebuilt Elasticsearch as a leading columnar metrics datastore

Elasticsearch now stores OTel metrics at 3.75 bytes per data point and queries them up to 30x faster than Prometheus. Here's how we rebuilt TSDS and ES|QL.

Multi-tier search with Elastic for ecommerce search governance: Fixing poor recall

May 6, 2026

Multi-tier search with Elastic for ecommerce search governance: Fixing poor recall

Learn how to build a multi-tier retrieval strategy used to execute ecommerce governed search plans and improve recall management. We'll cover how to orchestrate semantic matching while maintaining stable results, facets, and pagination.

Three indices walk into a FROM clause: ES|QL subqueries in Elasticsearch

May 6, 2026

Three indices walk into a FROM clause: ES|QL subqueries in Elasticsearch

ES|QL subqueries give each data source its own pipeline and filters, eliminating CASE chains, restoring predicate pushdown, and making multi-index queries extensible by design.

Elasticsearch's BBQ vs. TurboQuant: 10–40× faster on CPU and lower ranking noise

May 6, 2026

Elasticsearch's BBQ vs. TurboQuant: 10–40× faster on CPU and lower ranking noise

A head-to-head look at Elasticsearch BBQ and TurboQuant, including throughput, ranking accuracy, and why uniform quantization wins for CPU vector search with up to 40× faster comparisons and smaller ranking noise.

Elasticsearch ES|QL views: One query to rule twelve dashboards

May 5, 2026

Elasticsearch ES|QL views: One query to rule twelve dashboards

With ES|QL views, you only need one query for multiple dashboards. Define it once and let Elasticsearch keep everything in sync.

Elastic Agent Builder: How we taught AI agents to manage their own context

May 5, 2026

Elastic Agent Builder: How we taught AI agents to manage their own context

Agent Builder in Elasticsearch 9.4 ships dynamically loaded skills, a conversation context store, selective compaction, and external connectors to cut token costs by 40% and let agents handle their own context management.

Elasticsearch percolator for ecommerce search governance: translating ambiguous queries into controlled retrieval strategies

May 4, 2026

Elasticsearch percolator for ecommerce search governance: translating ambiguous queries into controlled retrieval strategies

Learn how to use the Elasticsearch percolator to implement search governance. In this blog, we outline the patterns needed to create a governed policy engine in production and create a controlled retrieval strategy.

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