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ClickHouse engineering resources


  • Top 10 OpenTelemetry Compatible Platforms for 2025

    Explore the top 10 OpenTelemetry compatible platforms for 2025. Learn how to choose the right backend based on performance, cost at scale, and analytics.

    Aditya Somani • Last updated: Nov 6, 2025

  • MCP and Data Warehouses: everything you need to know

    This article explores the suitability of MCP with Data Warehouses, and discusses the business and technical details you need to know to succeed.

    Al Brown • Last updated: Nov 29, 2025

  • What Is a Time-Series Database? Examples, Use Cases & ClickHouse Guide

    A time-series database (TSDB) stores and queries data indexed by time, including metrics, events, and logs. Learn real-world examples, common architectures, and when ClickHouse fits time-series workloads.

    Last updated: Nov 18, 2025

  • What is a JSON database?

    In this guide, we'll learn about JSON, the types of databases that can store JSON, and how to work with JSON data in ClickHouse.

    Last updated: Apr 11, 2025

  • What is a data application?

    In this guide, we'll learn all about data applications - what are they, what are the main components, and why would you want to create one?

    Last updated: Apr 11, 2025

  • Avro vs Parquet

    In this guide, we'll learn all about the Apache Avro and Apache Parquet big data formats.

    Last updated: Apr 11, 2025

  • Structured, unstructured, and semi-structured data

    In this guide, we explore the three main forms of data: structured data with rigid schemas like database tables, unstructured data like text and images with no predefined format, and semi-structured data like JSON that combines elements of both while maintaining flexibility.

    Last updated: Apr 11, 2025

  • Log monitoring

    Discover the fundamentals of log monitoring systems, exploring different log types, monitoring techniques, and modern tools, with practical insights into how organizations leverage solutions like ClickHouse to manage massive log volumes efficiently and cost-effectively.

    Last updated: Apr 11, 2025

  • An intro to OpenTelemetry (OTel)

    In this guide, we’ll explore OpenTelemetry (OTel), a framework for collecting and standardizing telemetry data—metrics, logs, and traces—enhancing observability and performance monitoring in modern software systems.

    Last updated: Apr 11, 2025

  • Telemetry data explained

    In this guide, we'll explore telemetry data - the vital information that helps us understand, monitor, and improve our software systems through the collection of metrics, logs, and traces.

    Last updated: Apr 11, 2025

  • Observability

    In this guide, we'll explore observability - the practice of understanding a system's internal state through its outputs, and how modern approaches are helping organizations gain deeper insights into their systems' behavior.

    Last updated: Jun 25, 2025

  • Security Information and Event Management (SIEM)

    In this guide, we'll explore SIEM (Security Information and Event Management) - the central security system that collects, analyzes, and responds to security threats across your organization's entire infrastructure.

    Last updated: Apr 11, 2025

  • Understanding LLM Observability

    In this guide, we'll explore how teams monitor and debug their LLM applications, helping them understand everything from response accuracy and token usage to the complex reasoning chains of AI agents.

    Last updated: Oct 28, 2025

  • Application Performance Monitoring (APM)

    In this guide, we'll explore Application Performance Monitoring (APM) - the practice of tracking and analyzing application behavior in real-time to ensure optimal performance and user experience.

    Last updated: Apr 11, 2025

  • Network monitoring

    In this guide, we'll explore how organizations implement network monitoring to gain visibility, troubleshoot issues, and ensure optimal performance across distributed infrastructures.

    Last updated: Apr 11, 2025