agent 就是你写的那段程序，trainer 就是一个 actor，reward 是你在 Env 或 ChatAgent 里随手写的任意 Python。剩下的活儿三个大件全包了。README 里反复强调一个数字：大约 8600 行 RL 代码（推文里说的 9K 是个约数），却能撑到 1T 级别的 MoE。 OpenRLHF 的 ...

An hour beats a weekend I never had.

Microsoft confirms WSL Container works on Windows 10. We installed it, built a live dashboard, and tested GPU passthrough, no ...

Nothing broke, so I never looked.

CI/CD pipelines are optimized for code deployments. Long-running operational processes and self-service workflows can be orchestrated more flexibly with Kestra.

A python based HTML to text conversion library, command line client and Web service with support for nested tables, a subset of CSS and optional support for providing an annotated output. Inscriptis ...

With the rise of agentic AI, developers need secure but also lightweight solutions for running their agents. The agent should be able to do all the things a human developer could do with containers — ...

后来我在部署文档里加了一行：在执行docker-compose up之前，请确保docker-compose版本与docker版本的兼容性。 上周五下午，我照常把一个写好的Flask项目部署到服务器上测试环境一切正常，本地跑得好好的，我寻思着直接docker-compose up -d就能跑了结果服务器上整整挂了2 ...

Cybersecurity researchers have disclosed details of a new credential theft framework dubbed PCPJack that targets exposed cloud infrastructure and ousts any artifacts linked to TeamPCP from the ...

Install pytest-docker with pip or add it to your test requirements. By default, it uses the docker compose command, so it relies on the Compose plugin for Docker ...

The latest trends and issues around the use of open source software in the enterprise. JetBrains has detailed its eighth annual Python Developers Survey. This survey is conducted as a collaborative ...