Top Sites>AAltinity | Run Open Source ClickHouse® Better

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# Altinity \| Run open source ClickHouse® better: Run open source ClickHouse® better

> Build ClickHouse\-based analytics applications that detect, analyze, and leverage real\-time insights for any use case in any environment\.

Generated by Yoast SEO v27.4, this is an llms.txt file, meant for consumption by LLMs.

## Pages
- [ClickHouse® Cluster Maintenance Tasks](https://altinity.com/clickhouse-cluster-maintenance/)
- [ClickHouse Software And Services — Altinity](https://altinity.com): Altinity is the leading software and service provider for ClickHouse
- [Contact us](https://altinity.com/contact/)
- [Support for ClickHouse](https://altinity.com/clickhouse-support/): Altinity provides every service to translate advanced ClickHouse technology to working analytic applications that guide your business\.
- [Useful Queries for Observability ](https://altinity.com/useful-observability-queries/)

## Posts
- [The Future of Observability is Open: Combining Iceberg, ClickHouse®, and OpenTelemetry](https://altinity.com/webinarspage/the-future-of-observability-is-open-combining-iceberg-clickhouse-and-opentelemetry): "Observability begs to be open" \- perhaps this is how OpenTelemetry has been the exception to the infamous xkcd about format proliferation\. But open\-source instrumentation is just the start of the solution\.
Iceberg is emerging as the de facto standard for data lakehouses, with Parquet as the data format \- but the speed isn't quite up to the task of real\-time observability use cases\. Project Antalya solves that challenge\.
Let's combine OpenTelemetry, OTLP, Iceberg, and Parquet, with ClickHouse and Spark for query, to build an entirely open\-source observability stack\.
In this webinar, we'll show the stack working in Docker and show how you could build your own production\-ready alternative on cloud services\.
- [The Altinity Build System for ClickHouse®: Why, What, and How](https://altinity.com/blog/altinity-build-system-for-clickhouse): Altinity Stable Builds deliver open source ClickHouse LTS with 3 years of support, CVE scanning, transparent CI/CD pipeline, upgrade guidance, and real\-time data lake builds\.
- [Use Altinity\.Cloud to Simplify Your App with ClickHouse® Endpoints](https://altinity.com/blog/use-altinity-cloud-to-simplify-your-app-with-clickhouse-endpoints): Altinity\.Cloud makes it easy to create and manage ClickHouse endpoints\. Converting an SQL statement to a REST endpoint simplifies your apps\.
- [Delivering Production ClickHouse® Apps on the Altinity Kubernetes Operator](https://altinity.com/webinarspage/delivering-production-clickhouse-apps-on-the-altinity-kubernetes-operator): The Altinity Kubernetes Operator for ClickHouse® is the most popular operator for ClickHouse on Kubernetes, battle\-tested in thousands of installations worldwide\.This webinar provides everything you need to get started yourself\.
- [Using dlt to move data from DuckDB to ClickHouse®](https://altinity.com/webinarspage/using-dlt-to-move-data-from-duckdb-to-clickhouse): Watch this webinar for a hands\-on technical session as we walk through building a data pipeline locally with DuckDB and seamlessly promoting it to a production data warehouse like ClickHouse with Altinity\. 
With over 10,000 sources and a code\-first OSS Python SDK, dlt \(data load tool\), is the tool of choice for builders \(\+ their agents\)\!
In this live demo, Elvis, a Developer Advocate at dltHub, and Josh, an Open Source Advocate at Altinity, will demonstrate how to:
\- Ingest data from APIs and legacy databases using dlt
\- Run and validate pipelines locally with DuckDB
\- Promote your pipeline to ClickHouse with minimal changes
\- Explore your loaded data with a Marimo notebook
\- Run transformations and enforce data quality checks\.
If you’re building analytics, observability, or AI workloads on ClickHouse and want a clean path from local dev to production, this session will show you exactly how to do it yourself\.

## Jobs
- [Golang Developer / Cloud Engineer](https://altinity.com/job/golang-cloud-developer/)
- [Technical Success Story Writer](https://altinity.com/job/success-story-writer/)
- [Sales Engineer](https://altinity.com/job/sales-engineer/)
- [Senior Java Developer](https://altinity.com/job/java-developer/)
- [ClickHouse Solutions Engineer](https://altinity.com/job/clickhouse-support-engineer/)

## Demos
- [OpenTelemetry to Iceberg](https://altinity.com/demos/opentelemetry-to-iceberg/)
- [ClickHouse® Distributed Tracing](https://altinity.com/demos/tracing-clickhouse/)
- [100% Open Source Antalya \+ Iceberg](https://altinity.com/demos/project-antalya-examples/)
- [NYC Taxi Demo with API Endpoints](https://altinity.com/demos/nyc-taxi-demo-with-api-endpoints/)
- [ClickHouse SQL Sandbox](https://altinity.com/demos/get-started-with-clickhouse/)

## Media Cards
- [Episode 7: AI\-Powered Homelab ft\. Henrik Rexed](https://altinity.com/media-card/episode-7-ai-powered-homelab-ft-henrik-rexed/)
- [Episode 6: The Primitives of a Modern Data Platform ft\. Hazel Weakly](https://altinity.com/media-card/episode-6-the-primitives-of-a-modern-data-platform-ft-hazel-weakly/)
- [Episode 1: The real reason you’re rebuilding your data platform again ft\. Brad Heller](https://altinity.com/media-card/experimenting-with-foundation-models/)
- [Episode 5: Postgres is Eating the World ft\. Celeste Horgan](https://altinity.com/media-card/episode-5-postgres-is-eating-the-world-ft-celeste-horgan/)
- [Episode 4: Measuring Open Source ft\. Avi Press](https://altinity.com/media-card/episode-4-measuring-open-source-ft-avi-press-scarf/)

## Projects
- [Project Antalya Builds](https://altinity.com/project/altinity-antalya-builds/)
- [Altinity ice](https://altinity.com/project/altinity-ice/)
- [Altinity Kubernetes Operator for ClickHouse®](https://altinity.com/project/clickhouse-operator/)
- [Altinity Stable® Builds for ClickHouse®](https://altinity.com/project/altinity-stable-builds/)
- [clickhouse\-mysql\-data\-reader](https://altinity.com/project/clickhouse-mysql-data-reader/)

## Events
- [Community Over Code Glasgow 2026 Talk: Don't Fire Your Developers and Other Lessons for the AI Revolution](https://altinity.com/events/community-over-code-glasgow-2026-talk-dont-fire-your-developers-and-other-lessons-for-the-ai-revolution/): Community Over Code Glasgow 2026 is the premier annual gathering for Apache Software Foundation members, committers, and open source developers from around the world\. Taking place October 11–14 at the Hilton Glasgow, the conference features four full days of sessions focused on Search, Big Data, Internet of Things, Community, Geospatial, Financial Tech, and many more topics\.
Our CEO, Robert Hodges, will present his talk \- Don't Fire Your Developers and Other Lessons for the AI Revolution\.
- [Percona Live 2026 Bay Area Talk: AI\-Powered Alert Analysis with ClickHouse® Cloud Databases](https://altinity.com/events/percona-live-2026-bay-area-talk-ai-powered-alert-analysis-with-clickhouse-cloud-databases/): Manual analysis of thousands of daily database alerts is impossible—but AI changes everything\. This talk demonstrates using modern AI tools to analyze internal alert databases and uncover critical patterns in ClickHouse Cloud deployments\. 
See how combining ClickHouse’s analytical power with AI tools creates a modern framework for database monitoring that prevents production outages before they happen\.
- [Percona Live 2026 Bay Area Talk: What's a Data Lake and What Does It Mean For My Open Source Stack?](https://altinity.com/events/percona-live-2026-bay-area-talk-whats-a-data-lake-and-what-does-it-mean-for-my-open-source-stack/): Data lakes on open table formats like Iceberg are a popular way to manage large datasets for analytics, data science, and AI\. This talk explains how data lakes work and how to adapt open source analytic stacks to use them\. 
First, we’ll tour projects like Arrow, Iceberg, and Unity Catalog that make data lakes possible\. Next, we’ll see how analytic engines like DuckDB, ClickHouse, and Spark are adapting\. Finally, we’ll survey a few projects that enable applications written in Python, Golang, or Rust to deliver fast query\. 
You’ll have to build the app yourself but this talk will show you a path to use data lakes and open source successfully\.
- [Making ClickHouse® safe for AI: Using OAuth in Altinity Builds](https://altinity.com/events/making-clickhouse-safe-for-ai-using-oauth-in-altinity-builds/): OAuth is a standard protocol for single sign\-on that has developed into a popular way for AI agents to access data securely\. It is now available in open source Altinity Antalya builds\.
In this webinar, we'll show how OAuth works, how to configure it, and how to use it in applications, including AI agents\.
We'll also present our roadmap for OAuth improvements, including certification of client libraries\. As with all Altinity contributions to ClickHouse®, our OAuth implementation is 100% open source\.
Join us to learn about OAuth and start using it today\.
- [The Future of Observability is Open: Combining Iceberg, ClickHouse®, and OpenTelemetry](https://altinity.com/events/the-future-of-observability-is-open-combining-iceberg-clickhouse-and-opentelemetry/): "Observability begs to be open" \- perhaps this is how OpenTelemetry has been the exception to the infamous xkcd about format proliferation\. But open\-source instrumentation is just the start of the solution\. 
Iceberg is emerging as the de facto standard for data lakehouses, with Parquet as the data format \- but the speed isn't quite up to the task of real\-time observability use cases\. Project Antalya solves that challenge\. 
Let's combine OpenTelemetry, OTLP, Iceberg, and Parquet, with ClickHouse and Spark for query, to build an entirely open\-source observability stack\. 
In this webinar, we'll show the stack working in Docker and show how you could build your own production\-ready alternative on cloud services\.

## Categories
- [Blog](https://altinity.com/blog/)
- [Webinars](https://altinity.com/webinarspage/)
- [Innovation](https://altinity.com/innovation/)
- [Case Studies](https://altinity.com/case-studies/)
- [Press Releases](https://altinity.com/press-releases/)

## Tags
- [ClickHouse](https://altinity.com/blog/tag/clickhouse/)
- [Open Source](https://altinity.com/blog/tag/open-source/)
- [webinar](https://altinity.com/blog/tag/webinar/)
- [Real\-time\-data](https://altinity.com/blog/tag/real-time-data/)
- [Analytics](https://altinity.com/blog/tag/analytics/)

## Demo Types
- [Tutorial](https://altinity.com/demo-type/tutorial/)
- [Live Demo](https://altinity.com/demo-type/live-demo/)

## Media Series
- [Unevenly Distributed](https://altinity.com/media-series/unevenly-distributed/)

## Event Categories
- [Joint\-Webinars](https://altinity.com/events/joint-webinars/)
- [Meetup](https://altinity.com/events/meetup/)
- [Virtual Event](https://altinity.com/events/virtual-event/)

## Optional
- [Sitemap index](https://altinity.com/sitemap_index.xml)