DigitalOcean Previews AI Agent Learning and Data Services
DigitalOcean introduced previews of Learning Services and Agent Data Services for building, evaluating, and improving AI agents on its cloud platform, according to a single news report. Learning Services, built on Inference Engine and Managed Agents, includes Insights for recording agent activity, Signals for identifying failures and performance weaknesses, and Simulations for testing potential improvements before deployment. The report says Insights, Signals, and Evaluations, including Simulations, are available in public preview, while Inference Router optimization and Agent Data Services are in private preview. Although the report opens by describing both new services as public previews, its later availability statement identifies Agent Data Services as private preview. Agent Data Services is described as a managed foundation that indexes and governs access to documents, video, audio, logs, and agent conversations.
The services bring agent evaluation, improvement feedback, and governed access to enterprise data into one cloud platform. Their practical effectiveness remains unverified because the information comes from one report and largely reflects DigitalOcean's claims.
DigitalOcean 发布 Learning Services 和 Agent Data Services 公开预览版"，让开发者可以在统一的 AI 原生云平台上构建、评估和持续改进 AI 智能体。
新服务基于 DigitalOcean 的 Inference Engine 和 Managed Agents" 构建，智能体能够从真实世界的交互中学习、识别弱点、测试改进并使用企业自有数据：
我们构建 Inference Engine 是为了让智能体能够思考，构建 Managed Agents 是为了让它们能够执行动作，而现在推出 Agent Learning Services 和 Agent Data Services，是为了让它们能够持续改进——所有这一切全部运行在一个开放的云平台上，基于客户自己的数据完成。
Learning Services 包含了三种能力：Insights，用于记录智能体活动；Signals"，用于识别失败和性能短板；以及 Simulations，用于在部署前通过模拟真实对话来测试潜在的改进。
#DigitalOcean#Learning Services#Agent Data Services#Inference Router#Inference Engine#Managed Agents#Optimizer#Insights#Signals#Simulations