Ship a Production-Ready AI Metrics Pipeline: FastAPI + Kafka (or Redis) + Postgres/Timescale + dbt + Metabase
A practical, deployable pipeline for tracking AI agent performance, latency, token costs, and failures. Covers schemas, ingestion, storage, transformations, dashboards, alerts, and performance tuning.