AI engineering
 # AI-Assisted Engineering vs. Vibe Coding: Balancing Speed and Quality Atmosphere (or **Vibe**) coding emphasizes **rapid prototyping and exploration**, while **AI-assisted engineering** insists on **human control of architecture, code review, and production quality**. This guide explores how AI reshapes
HuggingFace
AI Focus – 2025-11-09 · Beijing A practical journey into the challenges, decisions, and messy realities of training state-of-the-art large language models (LLMs). --- Overview Recently, Hugging Face published an extensive 200+ page technical blog that systematically documents their end-to-end process of training advanced LLMs. The blog focuses on the messy reality
system design
📌 This Week's System Design Refresher Overview In this edition, we cover topics ranging from web crawler design and AI engineering to the building blocks of modern networking and network services powering modern connectivity. Featured topics: * 📺 Design a Web Crawler: FAANG interview challenge (YouTube) * 🚀 AI Engineering Cohort 2 starts
DeepSeek-OCR
📌 This Week’s System Design Refresher --- Highlights * 10 Key Data Structures We Use Every Day * 🚀 New Launch: Become an AI Engineer | Learn by Doing | Cohort 2 * IP Address Cheat Sheet Every Engineer Should Know * Which Protocols Run on TCP and UDP * Why DeepSeek-OCR Is a Big Deal * SPONSOR US
Ray
# Large Model Intelligence｜Sharing ## Introduction In **RL**, **distillation**, and other AI workflows, multiple models often need to **cooperate** — managing computation, data communication, and process control. For example, in **PPO** (and its derivatives), you may need to coordinate up to *five types of modules*: - **Actor** - **Rollout** - **Ref** -