Today at MongoDB.local San Francisco, we announced capabilities that collapse the distance between AI prototype and production. Building AI applications means solving real problems: keeping conversational context clean and queryable, retrieving the right information from thousands of past interactions, connecting AI agents to your data without custom plumbing. These aren’t theoretical challenges, they’re the friction points that slow teams down every day.