We gave terabytes of CI logs to an LLM
We gave our AI agent a SQL interface to billions of CI log lines in ClickHouse. How we ingest, store, and query 1.5 billion log lines a week.
The AI DevOps Engineer. Three always-on agents for security, reliability, and performance, plus custom automations. From the team behind Docker and Dagger.
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We gave our AI agent a SQL interface to billions of CI log lines in ClickHouse. How we ingest, store, and query 1.5 billion log lines a week.
Two architectures for running agent harnesses, the tradeoffs between them, and how we make skills and memories work when the harness isn't local.
We switched to a frontier model and our costs went down. Here's the architecture that made it possible.