# ClickGap: Autonomous QA for ClickHouse

DevFeed: [ClickGap: Autonomous QA for ClickHouse](<https://devfeed.tech/articles/clickgap-autonomous-qa-for-clickhouse-5051.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/clickgap-autonomous-qa-for-clickhouse>)

Author: Lareb Zafar

Published: 2026-08-25T12:19:59Z

Content type: article

Language: en

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

Topics: [AI Bots](<https://devfeed.tech/topics/ai-bots.md>), [C++](<https://devfeed.tech/topics/c-plus-plus.md>)

Tags: [agent](<https://devfeed.tech/tags/agent.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [autonomous](<https://devfeed.tech/tags/autonomous.md>), [bug](<https://devfeed.tech/tags/bug.md>), [c-plus-plus](<https://devfeed.tech/tags/c-plus-plus.md>), [ci](<https://devfeed.tech/tags/ci.md>), [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [github](<https://devfeed.tech/tags/github.md>), [pull-request](<https://devfeed.tech/tags/pull-request.md>)

## AI overview

ClickGap is an autonomous QA agent for merged ClickHouse pull requests. It tests real builds, bisects regressions, and files tracker issues and fix pull requests while emphasizing mechanisms to prevent costly false positives.

## Source excerpt

ClickGap reviews merged ClickHouse changes, executes reproducers, rejects false positives, and attributes regressions to specific commits.