Meta’s DEmate boosts data‑engineering with recipe‑driven LLM assistant
Meta released DEmate, an LLM‑driven assistant that writes, reviews, and tests SQL pipelines inside its private analytics stack. By wrapping the model in a ‘Recipe Architecture’ that maps prompts to 70 custom data‑engineering recipes, the tool achieved an 80% acceptance rate and 3,500 weekly active users, showing how tuned LLMs can scale internal data workflows.