SCALING AI-NATIVE ANALYTICS PATTERNS AT META

Summary from the TLDR Data newsletter

Meta has reduced repeated product-analytics work to seven parameterized measurement patterns and exposes their governed outputs through agent-readable models and a deterministic query generator. The library now powers more than 9,000 production pipelines, including 3,250 metric-materialization pipelines. Agents choose inputs and recipes, while code, SQL, and validation remain controlled.