# Elastic Community and Ecosystem **URL:** https://discuss.elastic.co/c/elastic-community-ecosystem/12.md?page=1 [Latest](https://discuss.elastic.co/latest.md) · [Categories](https://discuss.elastic.co/categories.md) · [Tags](https://discuss.elastic.co/tags.md) **Page:** 2 --- ## [Dec 16th, 2025: \[EN\] Visualize Your Bosch Smart Home Data in Kibana](https://discuss.elastic.co/t/dec-16th-2025-en-visualize-your-bosch-smart-home-data-in-kibana/384014)
**Author:** [@walterra](https://discuss.elastic.co/u/walterra)\ **Replies:** 0\ **Last updated:** [December 16, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-16th-2025-en-visualize-your-bosch-smart-home-data-in-kibana/384014 "2025-12-16T08:00:21Z")
Ever wondered what's really happening in your smart home? When does your heating kick in? How does humidity change throughout the day? What's the temperature pattern in each room? If you have a Bosch Smart Home Controll… --- ## [Dec 15th, 2025: \[EN\] AI Agent Observability with OpenLit, OpenTelemetry and Elastic](https://discuss.elastic.co/t/dec-15th-2025-en-ai-agent-observability-with-openlit-opentelemetry-and-elastic/383341)
**Author:** [@carly.richmond](https://discuss.elastic.co/u/carly.richmond)\ **Replies:** 0\ **Last updated:** [December 15, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-15th-2025-en-ai-agent-observability-with-openlit-opentelemetry-and-elastic/383341 "2025-12-15T08:00:25Z")
Traditionally, we have relied on Observability diagnostic information to understand what our applications are doing. Particularly over the festive season where we live in fear of a ping if we drew the on-call short st… --- ## [Dec 14th, 2025: \[EN\] Build a map to compare metrics by country or region with ES|QL](https://discuss.elastic.co/t/dec-14th-2025-en-build-a-map-to-compare-metrics-by-country-or-region-with-es-ql/383243)
**Author:** [@Nathan\_Reese](https://discuss.elastic.co/u/Nathan_Reese)\ **Replies:** 0\ **Last updated:** [December 14, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-14th-2025-en-build-a-map-to-compare-metrics-by-country-or-region-with-es-ql/383243 "2025-12-14T08:00:14Z")
Kibana map tutorial "Build a map to compare metrics by country or region" creates a map using Elasticsearch’s DSL querying. Recent ES|QL functions LOOKUP JOIN (8.18) and ST\_GEOTILE (9.2) allow the map in this tutorial… --- ## [Dec 13th, 2025: \[EN\] Tailoring entity risk scoring to suit your data](https://discuss.elastic.co/t/dec-13th-2025-en-tailoring-entity-risk-scoring-to-suit-your-data/383862)
**Author:** [@Mark\_Hopkin](https://discuss.elastic.co/u/Mark_Hopkin)\ **Replies:** 0\ **Last updated:** [December 13, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-13th-2025-en-tailoring-entity-risk-scoring-to-suit-your-data/383862 "2025-12-13T08:00:55Z")
Entity Risk Scoring now offers even more control! We've extended customization options, so you can easily tailor risk calculations based on alerts and the asset criticality of your users, hosts, and services. It's now… --- ## [Dec 12th, 2025: \[EN\] Unlock the power of the OpenTelemetry Collector by using it as a framework](https://discuss.elastic.co/t/dec-12th-2025-en-unlock-the-power-of-the-opentelemetry-collector-by-using-it-as-a-framework/383860)
**Author:** [@dmathieu](https://discuss.elastic.co/u/dmathieu)\ **Replies:** 0\ **Last updated:** [December 12, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-12th-2025-en-unlock-the-power-of-the-opentelemetry-collector-by-using-it-as-a-framework/383860 "2025-12-12T08:00:28Z")
Most people use the OpenTelemetry Collector as a glorified telemetry router. But because sometimes need to go further that just built-in components, behind that façade, it is actually a pluggable, extensible framewor… --- ## [Dec 11th, 2025: \[EN\] Building an AI-Powered Email Phishing Detection](https://discuss.elastic.co/t/dec-11th-2025-en-building-an-ai-powered-email-phishing-detection/383298)
**Author:** [@Julien\_Martin](https://discuss.elastic.co/u/Julien_Martin)\ **Replies:** 0\ **Last updated:** [December 11, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-11th-2025-en-building-an-ai-powered-email-phishing-detection/383298 "2025-12-11T08:00:32Z")
Cet article existe aussi en Français. Building an AI-Powered Email Phishing Detection System with n8n and Elastic Agent Builder Phishing attacks continue to dominate the cybersecurity threat landscape, with attackers… --- ## [Dec 11th, 2025: \[FR\] Création d'un système de détection de phishing basé sur l'IA](https://discuss.elastic.co/t/dec-11th-2025-fr-creation-dun-systeme-de-detection-de-phishing-base-sur-lia/383299)
**Author:** [@Julien\_Martin](https://discuss.elastic.co/u/Julien_Martin)\ **Replies:** 0\ **Last updated:** [December 11, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-11th-2025-fr-creation-dun-systeme-de-detection-de-phishing-base-sur-lia/383299 "2025-12-11T08:00:32Z")
This post also exists in English. Construction d'un système de détection de phishing par email avec n8n et Elastic Agent Builder Les attaques de phishing continuent de dominer le paysage des menaces en cybersécurité,… --- ## [Dec 10th, 2025: \[EN\] A new color palette for data visualisation in Kibana - how and why we created it](https://discuss.elastic.co/t/dec-10th-2025-en-a-new-color-palette-for-data-visualisation-in-kibana-how-and-why-we-created-it/383837)
**Author:** [@Giovanni\_Magni](https://discuss.elastic.co/u/Giovanni_Magni)\ **Replies:** 0\ **Last updated:** [December 10, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-10th-2025-en-a-new-color-palette-for-data-visualisation-in-kibana-how-and-why-we-created-it/383837 "2025-12-10T08:00:34Z")
A new color palette for data visualisation was tested in advance in Serverless in November 2024 and introduced as the default settings in Kibana 9.0 in April 2025. This is part of a larger effort to visually refresh … --- ## [Dec 9th, 2025: \[EN\] Use the Node.js Elasticsearch client to index large CSV files](https://discuss.elastic.co/t/dec-9th-2025-en-use-the-node-js-elasticsearch-client-to-index-large-csv-files/382901)
**Author:** [@joshmock](https://discuss.elastic.co/u/joshmock)\ **Replies:** 0\ **Last updated:** [December 9, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-9th-2025-en-use-the-node-js-elasticsearch-client-to-index-large-csv-files/382901 "2025-12-09T08:00:33Z")
Indexing a large number of documents into Elasticsearch is made straightforward using the bulk API: transform your data records into JSON documents, interleaved with instructions for which index they should be added t… --- ## [Dec 8th, 2025: \[EN\] 🎁 The Twelve Days of A2A: A Christmas Carol for Developers](https://discuss.elastic.co/t/dec-8th-2025-en-the-twelve-days-of-a2a-a-christmas-carol-for-developers/383854)
**Author:** [@Justin\_Castilla](https://discuss.elastic.co/u/Justin_Castilla)\ **Replies:** 0\ **Last updated:** [December 8, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-8th-2025-en-the-twelve-days-of-a2a-a-christmas-carol-for-developers/383854 "2025-12-08T08:00:20Z")
:wrapped\_gift: The Twelve Days of A2A: A Christmas Carol for Developers 'Twas the Night Before Deployment... Picture this, friends: You're sitting by the fireplace, hot cocoa in hand, wondering how to explain agent… --- ## [Dec 7th, 2025: \[EN\] Elastic as Code: Automating More Than Just Infrastructure](https://discuss.elastic.co/t/dec-7th-2025-en-elastic-as-code-automating-more-than-just-infrastructure/383587)
**Author:** [@kylerozanitis](https://discuss.elastic.co/u/kylerozanitis)\ **Replies:** 0\ **Last updated:** [December 7, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-7th-2025-en-elastic-as-code-automating-more-than-just-infrastructure/383587 "2025-12-07T08:00:15Z")
Elastic as Code: Automating More Than Just Infrastructure Terraform is a tool frequently used by engineers to create, modify, and delete infrastructure using a pattern called Infrastructure as Code (IaC). Although com… --- ## [Elastic Security for SIEM On-Demand Windows-Endpoint stuck on starting/creating](https://discuss.elastic.co/t/elastic-security-for-siem-on-demand-windows-endpoint-stuck-on-starting-creating/383834)
**Author:** [@TigTogFlip](https://discuss.elastic.co/u/TigTogFlip)\ **Replies:** 1\ **Last updated:** [December 6, 2025, 12:21pm UTC](https://discuss.elastic.co/t/elastic-security-for-siem-on-demand-windows-endpoint-stuck-on-starting-creating/383834 "2025-12-06T12:21:51Z")
Course: Elastic Security for SIEM On-Demand Question: Within the Strigo Environment, the Windows-Endpoint VM is not starting. The status is stuck on starting, while in the creating phase. The lab-machine and CTFd VM… --- ## [Dec 6th, 2025: \[FR\] Discutez avec votre AutoOps](https://discuss.elastic.co/t/dec-6th-2025-fr-discutez-avec-votre-autoops/383720)
**Author:** [@val](https://discuss.elastic.co/u/val)\ **Replies:** 0\ **Last updated:** [December 6, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-6th-2025-fr-discutez-avec-votre-autoops/383720 "2025-12-06T08:00:47Z")
Cet article est aussi disponible en anglais. AutoOps vous aide à diagnostiquer les problèmes de votre cluster Elasticsearch en collectant, analysant et corrélant des centaines de métriques en temps réel, fournissant … --- ## [Dec 6th, 2025: \[EN\] A little chat with your AutoOps](https://discuss.elastic.co/t/dec-6th-2025-en-a-little-chat-with-your-autoops/383721)
**Author:** [@val](https://discuss.elastic.co/u/val)\ **Replies:** 0\ **Last updated:** [December 6, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-6th-2025-en-a-little-chat-with-your-autoops/383721 "2025-12-06T08:00:47Z")
This article is also available in French. AutoOps helps you diagnose issues in your Elasticsearch cluster by collecting, analyzing and correlating hundreds of metrics in real-time, providing root-cause analysis and a… --- ## [Dec 5th, 2025: \[EN\] You know, for hybrid search](https://discuss.elastic.co/t/dec-5th-2025-en-you-know-for-hybrid-search/383218)
**Author:** [@Kathleen\_DeRusso](https://discuss.elastic.co/u/Kathleen_DeRusso)\ **Replies:** 0\ **Last updated:** [December 5, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-5th-2025-en-you-know-for-hybrid-search/383218 "2025-12-05T08:00:16Z")
If you’ve tried setting up a hybrid search experience, then you know there can be a steep learning curve. This is especially true when combining text search with semantic search results, because the scores returned fr… --- ## [Dec 4th, 2025: \[EN\] Let's migrate this expense tool from n8n to Elastic One Workflow](https://discuss.elastic.co/t/dec-4th-2025-en-lets-migrate-this-expense-tool-from-n8n-to-elastic-one-workflow/383586)
**Author:** [@Vladimir\_Filonov](https://discuss.elastic.co/u/Vladimir_Filonov)\ **Replies:** 0\ **Last updated:** [December 4, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-4th-2025-en-lets-migrate-this-expense-tool-from-n8n-to-elastic-one-workflow/383586 "2025-12-04T08:00:40Z")
Building a Conversational Expense Assistant with Elastic One Workflow, Gemini, and Telegram A little while back I stumbled on an excellent walkthrough by Som (published yesterday): "Build a Conversational Expense Ass… --- ## [Dec 3rd, 2025: \[EN\] Build a Conversational Expense Assistant Using Elasticsearch Agent Builder with Telegram, n8n, and AWS Bedrock](https://discuss.elastic.co/t/dec-3rd-2025-en-build-a-conversational-expense-assistant-using-elasticsearch-agent-builder-with-telegram-n8n-and-aws-bedrock/383585)
**Author:** [@\_som](https://discuss.elastic.co/u/_som)\ **Replies:** 0\ **Last updated:** [December 3, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-3rd-2025-en-build-a-conversational-expense-assistant-using-elasticsearch-agent-builder-with-telegram-n8n-and-aws-bedrock/383585 "2025-12-03T08:00:21Z")
Ever wished you could talk to your expense data? Ask things like: “How much did I spend last week?” “Show my food expenses for the month.” “Add yesterday’s dinner for 350 via credit card.” This project turns tho… --- ## [Unable to get RUM agent working - mixed content error](https://discuss.elastic.co/t/unable-to-get-rum-agent-working-mixed-content-error/383751)
**Author:** [@mirde](https://discuss.elastic.co/u/mirde)\ **Replies:** 6\ **Last updated:** [December 2, 2025, 3:57pm UTC](https://discuss.elastic.co/t/unable-to-get-rum-agent-working-mixed-content-error/383751 "2025-12-02T15:57:26Z")
Course: Elastic Observability Engineer (On-Demand) Version: 8.8.2 Question: I have followed the labs in 3.4 and I see petclinic-react in Kibana Observability \> APM \> Services but it is not connecting to petclinic-node… --- ## [Dec 2nd, 2025: \[EN\] Normalizing numbers during analysis](https://discuss.elastic.co/t/dec-2nd-2025-en-normalizing-numbers-during-analysis/383512)
**Author:** [@spinscale](https://discuss.elastic.co/u/spinscale)\ **Replies:** 0\ **Last updated:** [December 2, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-2nd-2025-en-normalizing-numbers-during-analysis/383512 "2025-12-02T08:00:29Z")
Normalizing numbers in the analysis chain A common question in full text search is how to deal with numbers. In the base case you could fully extract them and query them as real numbers within a range, but in many cas… --- ## [Dec 1st, 2025: \[EN\] Dear Santa, Here’s a little --help for christmas](https://discuss.elastic.co/t/dec-1st-2025-en-dear-santa-here-s-a-little-help-for-christmas/383561)
**Author:** [@Laurent\_Saint-Felix](https://discuss.elastic.co/u/Laurent_Saint-Felix)\ **Replies:** 0\ **Last updated:** [December 1, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-1st-2025-en-dear-santa-here-s-a-little-help-for-christmas/383561 "2025-12-01T08:00:44Z")
Cet article est également disponible en Français. Every year, Santa Claus faces the same scaling problem: billions of children, one magical delivery window, zero margin for error. For centuries, he ran everything o… --- ## [Dec 1st, 2025: \[FR\] Cher Père Noël, Voici un petit --help pour les fêtes](https://discuss.elastic.co/t/dec-1st-2025-fr-cher-pere-noel-voici-un-petit-help-pour-les-fetes/383562)
**Author:** [@Laurent\_Saint-Felix](https://discuss.elastic.co/u/Laurent_Saint-Felix)\ **Replies:** 0\ **Last updated:** [December 1, 2025, 8:00am UTC](https://discuss.elastic.co/t/dec-1st-2025-fr-cher-pere-noel-voici-un-petit-help-pour-les-fetes/383562 "2025-12-01T08:00:44Z")
This post also exists in English. Chaque année, le Père Noël est confronté au même problème de mise à l'échelle : Des milliards d'enfants, une seule fenêtre de livraison, aucune marge d'erreur. Pendant des siècles,… --- ## [Trouble Connecting to Windows Endpoint in Lab 7.3 (Elastic Security for SIEM)](https://discuss.elastic.co/t/trouble-connecting-to-windows-endpoint-in-lab-7-3-elastic-security-for-siem/383675)
**Author:** [@saman3](https://discuss.elastic.co/u/saman3)\ **Replies:** 0\ **Last updated:** [November 26, 2025, 10:24am UTC](https://discuss.elastic.co/t/trouble-connecting-to-windows-endpoint-in-lab-7-3-elastic-security-for-siem/383675 "2025-11-26T10:24:31Z")
Hi everyone, I’m working on Lab 7.3 in the Elastic Security for SIEM course and need to generate data for a detection rule. The problem is that I can’t connect to the Windows endpoint provided in the lab environment. T… --- ## [Inference Endpoint Conflict - Multi Agent with LangGraph lab](https://discuss.elastic.co/t/inference-endpoint-conflict-multi-agent-with-langgraph-lab/383532)
**Author:** [@Steve\_McCurry](https://discuss.elastic.co/u/Steve_McCurry)\ **Replies:** 1\ **Last updated:** [November 19, 2025, 12:41pm UTC](https://discuss.elastic.co/t/inference-endpoint-conflict-multi-agent-with-langgraph-lab/383532 "2025-11-19T12:41:10Z")
I’m trying to follow the recent lab for Multi agent with Langgraph. I’m having many problems but the one I’m stuck on currently is an apparent conflict between the inference endpoint which seems to be created both when d… --- ## [Can't log in to my first lab and Help Desk sent me here - Help?](https://discuss.elastic.co/t/cant-log-in-to-my-first-lab-and-help-desk-sent-me-here-help/383280)
**Author:** [@SeanHmusic](https://discuss.elastic.co/u/SeanHmusic)\ **Replies:** 3\ **Last updated:** [November 7, 2025, 5:03pm UTC](https://discuss.elastic.co/t/cant-log-in-to-my-first-lab-and-help-desk-sent-me-here-help/383280 "2025-11-07T17:03:03Z")
Good day. So sorry to bother you with this trivial matter, but I can’t get into my first Kibana lab and Help Desk sent me here. They thought you might be able to help better. Course: The course I’m taking atm is the “E… --- ## [Elastic Engineer On-Demand Course Lab in Strigo said "This course has ended"](https://discuss.elastic.co/t/elastic-engineer-on-demand-course-lab-in-strigo-said-this-course-has-ended/383263)
**Author:** [@Chi\_Dung\_Le](https://discuss.elastic.co/u/Chi_Dung_Le)\ **Replies:** 1\ **Last updated:** [November 6, 2025, 9:38am UTC](https://discuss.elastic.co/t/elastic-engineer-on-demand-course-lab-in-strigo-said-this-course-has-ended/383263 "2025-11-06T09:38:00Z")
I registered Elastic Engineer On-Demand Course on August 2025. But due to personal health issue, I didn’t have enough time to learn the course. Now I return but the lab environment in Strigo said “This course has ended".… --- ## [Elastic Security for SIEM lab 7-3 timeline correlation tab in timeline doesn't work](https://discuss.elastic.co/t/elastic-security-for-siem-lab-7-3-timeline-correlation-tab-in-timeline-doesnt-work/383239)
**Author:** [@Gloom](https://discuss.elastic.co/u/Gloom)\ **Replies:** 0\ **Last updated:** [November 5, 2025, 12:21pm UTC](https://discuss.elastic.co/t/elastic-security-for-siem-lab-7-3-timeline-correlation-tab-in-timeline-doesnt-work/383239 "2025-11-05T12:21:55Z")
Course: Elastic Security for SIEM Question: When attempting to do lab 7-3, at step 7-2 clicking the correlation tab in timeline doesn’t do anything I just remain on the query tab. Is there some other setting I need to c… --- ## [Announcing London Search Week](https://discuss.elastic.co/t/announcing-london-search-week/383200)
**Author:** [@Charlie\_Hull1](https://discuss.elastic.co/u/Charlie_Hull1)\ **Replies:** 0\ **Last updated:** [November 4, 2025, 10:00am UTC](https://discuss.elastic.co/t/announcing-london-search-week/383200 "2025-11-04T10:00:00Z")
Hi everyone - I’m excited to announce London Search Week (londonsearchweek dot com) between 24th-28th November - we have a BarCamp for Search Product Managers, a Search & Information Retrieval Meetup, the Search Solution… --- ## [(solved)SIEM course, no sidebar link for Kibana](https://discuss.elastic.co/t/solved-siem-course-no-sidebar-link-for-kibana/382469)
**Author:** [@Sarah\_Williams](https://discuss.elastic.co/u/Sarah_Williams)\ **Replies:** 1\ **Last updated:** [October 15, 2025, 3:50pm UTC](https://discuss.elastic.co/t/solved-siem-course-no-sidebar-link-for-kibana/382469 "2025-10-15T15:50:17Z")
Course: Elastic Security for SIEM (On-Demand) Version: On-demand Question: The instructions for the lab say to click on a link in the sidebar to open kibana. My strigo window has no sidebar, see the screenshot below fo… --- ## [Elastic Security SIEM challenge 7.4](https://discuss.elastic.co/t/elastic-security-siem-challenge-7-4/382594)
**Author:** [@Nana\_Kwesi\_Baah](https://discuss.elastic.co/u/Nana_Kwesi_Baah)\ **Replies:** 2\ **Last updated:** [October 15, 2025, 3:22am UTC](https://discuss.elastic.co/t/elastic-security-siem-challenge-7-4/382594 "2025-10-15T03:22:02Z")
I’ve been sitting all day just to answer this question. Any suggestion to find the other forms of telemetry here? --- ## [Elasticsearch Datase](https://discuss.elastic.co/t/elasticsearch-datase/382609)
**Author:** [@galuh\_tirta](https://discuss.elastic.co/u/galuh_tirta)\ **Replies:** 0\ **Last updated:** [October 12, 2025, 4:13pm UTC](https://discuss.elastic.co/t/elasticsearch-datase/382609 "2025-10-12T16:13:08Z")
Hello everyone, I need some help for a discussion: I have an Elasticsearch cluster running with three nodes: node 1, node 2, and node 3. Node 1 is the master node Node 2 is the hot node Node 3 is the warm node … [Previous page](https://discuss.elastic.co/c/elastic-community-ecosystem/12.md) [Next page](https://discuss.elastic.co/c/elastic-community-ecosystem/12.md?page=2)