# We taught ClickStack to read your logs like a detective novel

DevFeed: [We taught ClickStack to read your logs like a detective novel](<https://devfeed.tech/articles/we-taught-clickstack-to-read-your-logs-like-a-detective-novel-5201.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/clickstack-read-logs-detective-novel>)

Author: The ClickStack Team

Published: 2026-04-01T00:00:00Z

Content type: release

Language: en

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

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [Traces](<https://devfeed.tech/topics/traces.md>), [OpenTelemetry](<https://devfeed.tech/topics/opentelemetry.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Database](<https://devfeed.tech/topics/database.md>), [Redis](<https://devfeed.tech/topics/redis.md>), [Exception](<https://devfeed.tech/topics/exception.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [database](<https://devfeed.tech/tags/database.md>), [exception](<https://devfeed.tech/tags/exception.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [logs](<https://devfeed.tech/tags/logs.md>), [opentelemetry](<https://devfeed.tech/tags/opentelemetry.md>), [redis](<https://devfeed.tech/tags/redis.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>), [traces](<https://devfeed.tech/tags/traces.md>)

## AI overview

ClickStack introduces AI Summarize in HyperDX, turning logs, trace spans, and log patterns into narrative explanations. The feature uses existing OpenTelemetry and Kubernetes attributes to adapt summaries to errors, warnings, performance issues, and event context, while incorporating log-pattern repeat counts.

## Source excerpt

ClickStack gets a literary upgrade with "AI Summarize", transforming raw logs into vivid, story-driven narratives that finally explain what's really happening in your systems.