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Redgold owns the layers underneath and around that loop: the typed data model, the pipeline runtime, the deployment path onto your own cluster, and the agent fleet that operates them. A generated Lovable app corresponds to a single route-and-frontend slice of a Redgold application, with the schemas, datasets, transforms, model access, and agent operations coming from outside the builder.",[402,535,537],{"id":536},"when-redgold-fits","When Redgold fits",[395,539,540],{},"Redgold fits when the application is data-and-pipeline shaped — records arrive from ingestion or agents, transforms run over them, and the result is queried and deployed on infrastructure you control — and when persistent coding agents operating that same platform are part of the point. If the goal is a prompted, hosted web app with a managed backend and minimal operational surface, an AI app builder is the more direct tool. 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