Directory
Books
Reviewed resources in Books. 105 resources listed.
AI agents Rules / Skills from Programming Books
ciembor.github.ioA set of installable rule and skill files for coding agents distilled from well-known software-engineering books on refactoring, architecture, and domain-driven design.
Hands-On Large Language Models CN
yuanchaofa.comA Chinese translation and companion notebooks for the book "Hands-On Large Language Models," covering tokenization, embeddings, classification, RAG, and fine-tuning with runnable code.
LLMs-from-scratch-CN
github.comA Chinese translation of the open-source "LLMs-from-scratch" book and code, teaching how to build, pretrain, and fine-tune a GPT-style language model from scratch.
Harness Books
harness-books.agentway.devTwo books on harness engineering that examine the design philosophies behind Claude Code and Codex, covering constraints, query loops, context governance and multi-agent verification.
The WorkBuddy Practical Blue Book
workbuddy.homesAn open-source, community-written practical guide to using the WorkBuddy AI assistant, covering installation, real workflows, building custom skills and multi-agent team setups.
How to Train Your GPT
github.comA twelve-chapter interactive textbook that teaches readers to build, train and run a modern transformer-based language model entirely from scratch, with every line of code explained.
The ChatGPT Orange Book
codex.bozhouai.comAn unofficial Chinese-language guide to using ChatGPT Work and Codex in real development and creative work, from installation through workflow and case studies.
Agentic Design Patterns
github.comThe complete materials for the book Agentic Design Patterns by Antonio Gulli, covering 21 chapters and 7 appendices on building AI agent systems, with accompanying code notebooks for hands-on learning.
How Claude Code Works
windy3f3f3f3f.github.ioAn independent, educational deep dive into Claude Code's internal architecture, based on analysis of a leaked source snapshot, covering its agent loop, context compression, streaming and safety design.
A Chinese translation of the book Build a Large Language Model (From Scratch), covering how GPT-style large language models are designed, trained and applied, together with its accompanying practice code.
Yuyu: Decoding the Agent Harness
lintsinghua.github.ioA 15-chapter Chinese-language technical book that reverse-engineers Claude Code's architecture, covering its conversation loop, tool system, permission pipeline, memory, context management, sub-agents and MCP integration.
Claude Code Guide
github.comA community-written reference guide to Claude Code covering setup, configuration, commands, keyboard shortcuts, MCP integration, sub agents, skills, hooks, security settings and troubleshooting.
AIGC-Interview-Book
wethinkin.github.ioA Chinese-language interview-preparation resource for AIGC, LLM and AI Agent engineering roles, covering deep learning, computer vision, NLP, math fundamentals, coding practice and career-planning guidance.
A VIP cheatsheet summarizing Stanford's CME 295 course on Transformers and Large Language Models, covering self-attention, fine-tuning methods, distributed training and applications such as AI agents.
AI Coding Dictionary
github.comA glossary that explains AI-coding jargon in plain English, covering models, context windows, tool calls, failure modes such as hallucination, and patterns of working with coding agents.
LLM-RL-Visualized
book.douban.comA collection of more than 100 original diagrams explaining large-language-model and reinforcement-learning algorithms, from model architecture through fine-tuning methods to policy-optimization algorithms.
Understanding AI Infra: Quantitative Analysis and System Design
bojieli.github.ioAn open-source book that derives LLM inference and training system design from hardware constraints and model architecture, with quantitative worked estimates and companion calculation tools.
AI Agent Deep Dive
github.comA research report on AI agent source code, distributed as downloadable PDFs, alongside a small teaching project that demonstrates how a minimal Python agent's core loop, tool skills and CLI fit together.
Claude Code Ultimate Guide
cc.bruniaux.comA large, continuously updated guide connecting Claude Code's documented behavior to engineering decisions, covering agent harness design, security, and team adoption.
LLM-Beginner
nndl.aiA Chinese-language textbook on large models and agents paired with six progressive programming exercises, from a hand-written Transformer through a coding agent.
The Astrid Contributor Handbook
astrid-runtime.github.ioA contributor's guide to working on the Astrid polyrepo, covering its public contracts, contribution tiers, RFC process and release workflow.
The Astrid Book
github.comThe canonical reference documentation for the Astrid runtime, covering its kernel, capsule model, host ABI, inter-process bus and security model.
Agentic Design Patterns (Chinese translation)
adp.xindoo.xyzA Chinese-language translation project for the book Agentic Design Patterns, covering 21 core design patterns for AI agent systems plus several appendices, published online and as PDF/EPUB downloads.
LLM Knowledge and Interview Questions
wdndev.github.ioA personal, community-sourced collection of study notes and real interview questions about large language models, covering fundamentals, architecture, training, fine-tuning, inference, RLHF, retrieval-augmented generation and evaluation.