# ClickStack and Hud bring runtime intelligence to AI-powered development

DevFeed: [ClickStack and Hud bring runtime intelligence to AI-powered development](<https://devfeed.tech/articles/clickstack-and-hud-bring-runtime-intelligence-to-ai-powered-development-5199.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/clickstack-hud-runtime-intelligence>)

Author: May Walter, Hud.io

Published: 2026-08-13T12:53:04Z

Content type: article

Language: en

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

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [observability](<https://devfeed.tech/topics/observability.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [OpenTelemetry](<https://devfeed.tech/topics/opentelemetry.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Instrumentation](<https://devfeed.tech/topics/instrumentation.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [Incident response](<https://devfeed.tech/topics/incident-response.md>), [distributed-systems](<https://devfeed.tech/topics/distributed-systems.md>), [clickhouse](<https://devfeed.tech/topics/clickhouse.md>), [log management](<https://devfeed.tech/topics/log-management.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [code](<https://devfeed.tech/tags/code.md>), [coding](<https://devfeed.tech/tags/coding.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [developers](<https://devfeed.tech/tags/developers.md>), [development](<https://devfeed.tech/tags/development.md>), [distributed-systems](<https://devfeed.tech/tags/distributed-systems.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [incident](<https://devfeed.tech/tags/incident.md>), [incident-response](<https://devfeed.tech/tags/incident-response.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [instrumentation](<https://devfeed.tech/tags/instrumentation.md>), [integration](<https://devfeed.tech/tags/integration.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [observability](<https://devfeed.tech/tags/observability.md>), [open](<https://devfeed.tech/tags/open.md>)

## AI overview

ClickHouse and Hud announce an integration that combines ClickStack service-level observability with Hud's function-level runtime context for AI-assisted software development. Shared trace IDs and MCP servers help coding agents assess risky changes before deployment, monitor releases, and investigate incidents using production context.

## Source excerpt

ClickStack and Hud now share trace IDs, pairing service-level observability with function-level runtime forensics so coding agents can assess risky changes before they ship, catch regressions right after deploy, and fix them with real production context.