Tag
A guide on building a large language model from scratch using Apple's MLX framework.
This presentation explains how Fable used Claude Code to edit its own launch video, providing a step-by-step guide with slides.
Release of free workshop recordings and materials (23 videos, 250 slides, 50 exercises) for building your own LLM from fundamentals to transformer architecture, with no math or ML prerequisites.
A visual deep dive into FlashAttention, explaining memory optimization and operator fusion for efficient attention computation in language model training.
A beginner-friendly tutorial on how to set up persistent memory for an AI Agent in 30 minutes, using the open-source EverOS tool to store memory as editable Markdown files, without requiring Docker or vector database clusters.
A guide on building a reusable Claude Code Agent loop that can be pointed at different tasks like bug fixing, speed optimization, or cost reduction by swapping check scripts.
The 'Codex Orange Book' is a free and open-source 206-page PDF guide that systematically introduces the installation, configuration, core features, and practical cases of OpenAI Codex, aimed at Chinese beginner developers.
This article explores the Lil scripting language in the context of 2D vector graphics, explaining how to represent points, strokes, and paths, and how to manipulate them using the Hershey vector fonts in the Decker ecosystem.
This article explains in detail the core ideas of JAX, including function purity, immutability, explicit state management, and JIT compilation, helping readers shift from object-oriented thinking to functional programming to optimize machine learning performance.
A guide on building a custom AI agent for real estate market analysis.
A comprehensive guide on how an HTTP server works, covering networking protocols, chunked encoding, state machines, parser writing, and concurrency basics, with instructions to build one yourself.
A visual guide to SSH local and remote port forwarding, explaining how to access private services and expose local ports via SSH tunnels, with practical examples and configuration tips.
A detailed guide on using Claude Code's Dynamic Workflows pattern to orchestrate multiple parallel subagents from a single lead agent, with 9 steps covering task decomposition, isolation, and review.
This article introduces how to use a $6 VPS and an AI agent to build your own Hysteria2 proxy server, replacing shared proxy services, gaining control over network egress, and details the steps, security considerations, and usage principles.
A thread recommending an article covering everything you need to know to run large language models locally at home and maintain ownership of your AI.
Peter Norvig's classic tutorial on implementing a Scheme interpreter in Python, explaining the core concepts of language interpretation and evaluation.
An article explaining how to build a Claude Code-like coding agent using LangChain's Deep Agents library, covering the architecture and implementation.
This article shares the complete process and experience of successfully applying for Oracle Cloud's permanent free VPS using domestic mobile data and a domestic debit card, including detailed steps and precautions.
A detailed tutorial on GEO (Generative Engine Optimization), from concepts and principles to practical methods, explaining how to make AI recommend your product when answering questions, suitable for AI product entrepreneurs to learn.
This tutorial explains how to install Codex++ and configure a DeepSeek API key to unlock the full features of Codex AI tool in China, bypassing the need for a ChatGPT account or subscription.