最近一直在找 Agent Dynamic Workflow 的替代方案。

一开始是沿着 Temporal 这条线找的。Temporal 很强，但如果只是想把 agent、脚本、数据处理、运维任务动态串起来，有时候会觉得整套体系有点重。

然后翻到了 Dagu，感觉方向很对。

单个 binary 就能跑，流程用 YAML 写，本地文件管理，带 Web UI，也不用额外起 DB 或 broker。

内置动作也挺多：shell、Docker、K8s Job、SSH 这些都有。比较惊喜的是还有 http://harness.run，可以直接把外部 coding agent CLI 接进流程里。

我喜欢它的点是：流程本身就是文件，状态、日志、重试、依赖和界面都帮你兜住了。

对小团队、私有环境、个人自动化，还有 agent workflow 来说，Dagu 这种本地优先的路线反而很舒服。

http://github.com/dagucloud/dagu

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Northflank is way easier than gluing a bunch of tools together to spin up apps and databases. It’s the ideal platform to deploy containers in our cloud account, avoiding the brain damage of big cloud and Kubernetes. It’s more powerful and flexible than traditional PaaS – all within our VPC.Northflank has become a go-to way to deploy workloads at Sentry.

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