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Upgrading Kubernetes v1.34.8 to v1.35: Ensuring Elasticsearch Compatibility and Stability with Minimal Downtime

Introduction Upgrading a Kubernetes cluster from v1.34.8 to v1.35 while maintaining Elasticsearch functionality in a production environment demands…

kuberneteselasticsearchupgradecompatibility
Dev.to Oct 4, 2026, 23:20 UTC
EN

I wrote a new Elastic detection rule to catch eBPF rootkits compiling on-host 🛡️

If you've been following Linux security, you know that eBPF is a double-edged sword. It's incredible for observability and networking, but it's also…

securitylinuxebpfelasticsearch
Dev.to Sep 22, 2026, 15:46 UTC
EN

Every question we asked our logs took six minutes to answer

During a fifty minute incident in June, four of us sat in a call watching a spinner. Every search we ran against our log store took between six and…

sergeyshinderobservabilityloggingelasticsearch
Dev.to Sep 22, 2026, 07:17 UTC
EN

NFS Storage Causes I/O Issues in Air-Gapped Kubernetes Cluster: Block Storage with POSIX Semantics Needed

Introduction In the constrained environment of an air-gapped private datacenter , a self-managed Kubernetes cluster encounters a critical storage ch…

kubernetesnfsposixelasticsearch
Dev.to Sep 22, 2026, 02:13 UTC
EN

Security Telemetry on a Budget: Building a Practical Elastic Baseline for a Growing Product Team

Security Telemetry on a Budget How a growing product team turned the Elastic stack it already had into a practical security telemetry baseline — wit…

securitykubernetesdevsecopselasticsearch
Dev.to Sep 20, 2026, 22:00 UTC
EN

Why we stopped using one Elasticsearch index per tenant and built our own

TL;DR: We open-sourced   SeaSearch  , an Elasticsearch-compatible search engine that keeps index data in S3 and routes ownership instead o…

opensourcegoelasticsearcharchitecture
Dev.to Sep 17, 2026, 08:13 UTC
EN

Getting a NestJS app's logs into Elasticsearch without writing grok

My team is rolling out ELK observability across four services, and I drew the short straw of instrumenting the first one: a NestJS API. I expected a…

elasticsearchnestjsloggingobservability
Dev.to Sep 15, 2026, 20:16 UTC
EN

Your OpenSearch aggregation is lying to you: it returns 200 OK

A dashboard panel went blank in production. No error in the logs, no failed request, no alert. The panel just showed "no data", and the query had be…

opensearchelasticsearchjavascriptnpm
Dev.to Sep 4, 2026, 03:54 UTC
EN

Enrich Elasticsearch Logs With GeoIP at Ingest

An access log full of raw IPs can't answer where a traffic spike came from. Elasticsearch GeoIP fixes that at write time, enriching public-IP events…

elasticsearchdevopskibanatutorial
Dev.to Aug 24, 2026, 13:26 UTC
EN

Why Your Elasticsearch Backups Might Fail When You Need Them Most

Why Your Elasticsearch Backups Might Fail When You Need Them Most: Lessons from the July 2026 Recovery In the world of Site Reliability Engineering,…

elasticsearchesclusterdevops
Dev.to Aug 4, 2026, 04:01 UTC
EN

Building a Search Engine Changed How I See the Web

When people use a search engine, they usually only see the final step. A search box. A query. A list of results. The complicated parts are hidden be…

searchwebdevmachinelearningelasticsearch
Dev.to Jul 23, 2026, 13:05 UTC
EN

Type-safe Elasticsearch queries in TypeScript (and JavaScript) with elasticlink

Elasticsearch silent failures Here's a query that can compile and run, but return an empty result set: { "query" : { "match" : { "category" : "elect…

typescriptelasticsearchjavascriptbuilder
Dev.to Jul 13, 2026, 22:23 UTC
EN

How Elasticsearch Searches Fast: The Inverted Index and Shard Routing

Searching billions of documents for a phrase and getting ranked results in tens of milliseconds looks like magic. It is not. It comes down to two id…

systemdesignelasticsearchsearchbackend
Dev.to Jul 10, 2026, 09:36 UTC
EN

Vector Search in Elasticsearch: From Keywords to Meaning - Building Semantic Search and RAG Pipelines

You type "k8s deployment troubleshooting" into your documentation search. The top result is a page about Kubernetes architecture that never mentions…

elasticsearchsearchdatabaseanalytics
Dev.to Jun 17, 2026, 15:40 UTC
EN

From Elasticsearch Bottlenecks to Weaviate: How We Built Fast Hybrid Search in Production

For years, Elasticsearch was one of those tools I would almost automatically reach for whenever a system needed search. And honestly, for many use c…

searchweaviateelasticsearchgo
Dev.to Jun 3, 2026, 09:36 UTC
EN

How to Check Google Penalties Automatically Using SERPSpur API and Python Scripts

I recently noticed a sudden drop in organic traffic for one of my sites, and I suspected a search engine penalty. Instead of guessing, I used SERPSp…

aijavascriptpythonelasticsearch
Dev.to Jun 2, 2026, 11:29 UTC
EN

Integrating ServiceNow Incidents with Elastic AI Agents for Observability Analysis

Introduction This is an example of calling an Elastic AI Agent from a ServiceNow incident. Based on the details recorded in the incident, you can ha…

elasticsearchservicenowobservabilityagents
Dev.to May 2, 2026, 15:19 UTC

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