Changelog is doubling down on AI agent integration and observability parity. The platform added dedicated skills that let AI agents write evaluations and query metrics directly, graduating metrics to general availability with hyper-cardinality support unified alongside logs and traces. A programmatic Dashboards API shipped alongside online evaluations that score AI outputs against live production traffic, positioning the platform as an end-to-end system for building and validating AI capabilities.