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 ...

Overview:  Compares the leading backend frameworks used by developers in 2026.Explains where FastAPI, Django, NestJS, Express.js, Spring Boot, Laravel, Go, ...

Thanks for the feedback on the earlier Web Bluetooth experiment. That repo served its purpose: it proved a browser can talk to a BLE multimeter without falling over. But using it day-to-day exposed a ...

过去几年，AI 圈一直在疯狂讨论“大模型能力边界”。 但很多人忽略了一件事：真正危险的，未必是模型本身，而是那些把模型连接到真实世界的基础设施。当 AI Agent 开始接管邮箱、数据库、企业 SaaS、代码仓库、云资源，甚至工业设备时，一个原本看起来 ...

NVIDIA’s CUDA 13.3 targets the divisions between Python and C++ engineers inside enterprise software teams building AI applications. Python teams often build fast prototypes, while C++ engineers spend ...

Millions of AI agents and tools around the world have been imperiled by a critical vulnerability that can allow hackers to breach the servers running them and make off with sensitive data and ...

FastAPI is a modern, fast (high-performance), web framework for building APIs with Python based on standard Python type hints.

Vorte is a high-performance Python framework built on top of FastAPI, designed for modern web development with first-class AI integration, a real-time admin dashboard, and 21 production-ready modules.

Framework’s ultra-repairable PCs are, by their nature, open platforms. So it seemed strange for the company’s founder and CEO, Nirav Patel, to call its latest “Pro”-level Framework Laptop with its new ...

PCWorld highlights the Framework Laptop 13 Pro’s transformation into a premium device with solid aluminum construction, addressing previous models’ build quality issues while maintaining modular ...

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