从 MiniMind 源码读起,再延伸到现代大模型技术体系的中文学习笔记。主线逐行精读预训练 / SFT / DPO / PPO / GRPO 与训练机制;附录 17 篇进阶卷覆盖量化、投机解码、RLHF 全景、模型代际史等 MiniMind 没涉及、但进阶绕不开的主题。

The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.

18 Lessons to Get Started Building AI Agents

Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work instead of supervising coding agents.

A FOSS Git multiplatform client for newbies and pros

Autonomous penetration testing using a swarm of AI agents. Orchestrates recon, classification, exploitation, and reporting specialists with ReAct reasoning — supports bug bounty, continuous monitor…

Open-source Agent Operating System

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Learn it. Build it. Ship it for others.

An advanced guide which might benefit you a lot 🎉 . 人生进阶指南 离谱的人生 离谱的英语学习指南/英语学习教程/英语学习/学英语

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

An agentic skills framework & software development methodology that works.

The best agent harness.

AI code reviews grounded in 12 classic engineering books — decay risk diagnostics with book citations, severity labels, and 6 analysis modes including full-sweep auto-fix

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

The best-benchmarked open-source AI memory system. And it's free.

Task-oriented AI Agent productivity platform

Skills for Design Engineers.

Youtu-RAG: Next-Generation Agentic Intelligent Retrieval-Augmented Generation System

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

Build reliable customer-facing AI agents with Parlant: an interaction control harness optimized for controlled, consistent, and predictable LLM interactions.

AI Code Guide is a roadmap to start coding with AI

Fabric is an open-source framework for augmenting humans using AI. It provides a modular system for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

谷歌新书Agent设计模式(agentic design patterns)最佳中文版，持续优化。附：在线阅读、pdf和epub电子书下载。

Uber Go 语言编码规范中文版. The Uber Go Style Guide .

A cross-platform Markdown AI note-taking software.

😎 Awesome lists about all kinds of interesting topics

🚀 Truly open-source AI avatar(digital human) toolkit for offline video generation and digital human cloning.

The batteries-included full-stack framework for the AI era. Develop JS/TS web apps (React, Node.js, and Prisma) using declarative code that abstracts away complex full-stack features like auth, bac…