DigitalOcean 推出学习与数据服务，支持自我改进的 AI 智能体
原标题：DigitalOcean Launches Learning and Data Services to Enable Self-Improving AI Agents
AI 摘要
DigitalOcean 宣布 Learning Services 与 Agent Data Services 进入公开预览，前者包含 Insights、Signals、Simulations 三项能力，用于记录智能体活动、识别失败与性能缺口，并在部署前通过模拟对话测试改进方案；后者为智能体提供统一的数据基础，可处理文档、音视频、日志和会话记录。两项服务建立在 Inference Engine 与 Managed Agents 之上，目标是让开发者在同一云平台上构建、评估并持续改进 AI 智能体。
正文节选
DigitalOcean has announced the public preview of Learning Services and Agent Data Services, enabling developers to build, evaluate, and continuously improve AI agents within a unified, AI-native, cloud platform. The new services build on DigitalOcean's Inference Engine and Managed Agents to help agents learn from real-world interactions, identify weaknesses, test improvements, and leverage company data, the company says: We built Inference Engine so agents could think, Managed Agents so they cou