DigitalOcean launches Agent Learning and Data Services so production agents can improve from real runs
Agent Learning Services (Insights, Signals, Evaluations & Simulations) is in public preview to spot failed agent sessions and test fixes before they ship. Agent Data Services, in private preview, is a managed multimodal data layer agents can read and write. Both sit on DigitalOcean's Inference Engine and Managed Agents stack.