Beam

Beam 卖的是给 Agent 用的算力层：沙箱、任务队列与自定义模型推理都能按需起，冷启动压得很短，用多少算多少，不用先租一批常驻机器。开源版本 Beta9 把容器调度与 GPU 编排做在 Kubernetes 之上，可以整套部署进自己的集群，适合要跑代码执行、浏览器任务或者批量推理的团队，把调度这块交给它，自己只管业务逻辑。 🔗 文档: https://docs.beam.cloud | GitHub Stars: 1.8k+

Beam sells the compute layer agents run on: sandboxes, task queues and custom model inference all spin up on demand with very short cold starts and pay-for-what-you-use billing, so there is no standing fleet to rent first. The open-source Beta9 edition puts container scheduling and GPU orchestration on top of Kubernetes and can be deployed into your own cluster, which suits teams running code execution, browser tasks or batch inference and would rather hand off scheduling. 🔗 Docs: https://docs.beam.cloud | GitHub Stars: 1.8k+