# How Laminar is using ClickHouse to reimagine observability for AI browser agents

DevFeed: [How Laminar is using ClickHouse to reimagine observability for AI browser agents](<https://devfeed.tech/articles/how-laminar-is-using-clickhouse-to-reimagine-observability-for-ai-browser-agents-5288.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/how-laminar-reimagined-observability-for-ai-browser-agents>)

Author: ClickHouse

Published: 2025-08-22T19:02:16Z

Content type: article

Language: en

Sources: [ClickHouse Blog](<https://devfeed.tech/sources/clickhouse-blog.md>)

Topics: [agent observability](<https://devfeed.tech/topics/agent-observability.md>), [clickhouse](<https://devfeed.tech/topics/clickhouse.md>), [AI Bots](<https://devfeed.tech/topics/ai-bots.md>), [observability](<https://devfeed.tech/topics/observability.md>), [browser](<https://devfeed.tech/topics/browser.md>), [Playwright](<https://devfeed.tech/topics/playwright.md>), [Document Object Model (DOM)](<https://devfeed.tech/topics/dom.md>), [Rust](<https://devfeed.tech/topics/rust.md>), [tracing](<https://devfeed.tech/topics/tracing.md>), [SDKs](<https://devfeed.tech/topics/sdks.md>), [Traces](<https://devfeed.tech/topics/traces.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>)

Tags: [agent-observability](<https://devfeed.tech/tags/agent-observability.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [backend](<https://devfeed.tech/tags/backend.md>), [browser](<https://devfeed.tech/tags/browser.md>), [browser-agents](<https://devfeed.tech/tags/browser-agents.md>), [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [evaluation](<https://devfeed.tech/tags/evaluation.md>), [observability](<https://devfeed.tech/tags/observability.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [rust](<https://devfeed.tech/tags/rust.md>), [sdk](<https://devfeed.tech/tags/sdk.md>), [traces](<https://devfeed.tech/tags/traces.md>), [tracing](<https://devfeed.tech/tags/tracing.md>)

## AI overview

Laminar uses ClickHouse Cloud to support observability for browser-based AI agents. Its platform captures DOM changes, browser events, and synchronized agent traces to reconstruct video-like sessions, helping developers debug what an agent saw and did. The pipeline uses RRWeb, Playwright, an SDK, and Rust for high-throughput processing.

## Source excerpt

"As a small team, ClickHouse Cloud lets us focus on what we care about and offload database management to the people who do it best. Plus, the pricing was great." Robert Kim, Founder and CEO