ClickStack's Observability Leap: A Year in Review
Alps Wang
Jan 7, 2026 · 1 views
ClickStack: Beyond Observability
The ClickStack 'Year in Review' provides a compelling overview of its evolution, highlighting key features like JSON support, dashboard import/export, alerting, service maps, and materialized views. The focus on integrating these features within ClickHouse Cloud and emphasizing performance gains is noteworthy, especially given the competitive landscape of observability solutions. The article effectively communicates the value proposition of a unified observability and analytics platform. However, the review lacks deeper technical dives into the implementation details of each feature. While mentioning performance improvements, it doesn't offer specific benchmarks or comparisons against other solutions. Also, the article could benefit from a discussion of the challenges encountered during development and how they were overcome, to provide a more balanced perspective.
Key Points
- ClickStack democratizes observability by offering an open-source, unified experience built on ClickHouse, making it accessible to teams previously limited by custom solutions.
- Key features added include native JSON support, dashboard import/export, alerting, service maps, configurable event deltas, and line chart comparisons.
- Materialized Views integration provides significant performance gains, allowing for improved scalability and query efficiency.
- ClickStack's integration within ClickHouse Cloud enables a unified observability and analytics workflow, joining traces, logs, and metrics with application data and KPIs.

📖 Source: ClickStack: A (half) year in review
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