Learning & Roadmaps

中文优先的 Vibe Coding / AI coding engineering workflow guide: specs, agents, worktrees, skills, CI, and review.

Java/Go/C++后端面试模拟面试SKILL，支持多身份多风格 | Simulate backend interviews with AI, supporting multiple personas and six interviewer styles

A source-backed Jev project directory with a reusable Jev-only GitHub review workflow.

A curated list of amazing projects that help you learn languages.

A comprehensive guide to Reinforcement Learning

A curated list of plugins, apps, tools and resources for Tern, Stencil's Rust-native neoterminal

Handmade collection of css tips tricks. Give it a star if you find it useful 🌟

Trending open projects that reverse engineered apps, games, consoles, protocols and devices, plus the tools they used. Star trends refreshed daily.

A comprehensive open-source book on the Precision Time Protocol (IEEE 1588/gPTP). From thought experiments to protocol internals, LinuxPTP source code analysis, and a hands-on ptp-lite implementation (~1000 lines C). A complete guide from theory to running code.

🚀 [从零构建 LLM] 极简大模型训练原理与实践指南。包含 Transformer, Pretraining, SFT 核心代码与对照实验。 | A minimal, principle-first guide to understanding and building LLMs from scratch.

Companion repository for “In-Context Learning for Robots: Methods and Applications” — methods, datasets, and benchmarks organized by taxonomy and release date.

普通人看的 AI 入门。从零开始，掌握人工智能的最新工具与实践技能 | AI Book for Beginners

A community directory of projects built on Jev, TypeSafe AI's System One model.

Useful goodies for Siemens DIS products

🎮 953 source-verified AI-built games from 647 repos — Claude Opus 5.5, Gemini 4 Argon, GPT-6 and more — rated, categorized, and linked to real GitHub code.

A curated list of custom firmware for music gear (and more). Links only.

A collection of devops resources

A gentle introduction to an flutter.

A collection of diverse datasets designed for practicing data analysis and visualization skills in Microsoft Excel, suitable for beginners and advanced users. Includes structured datasets with accompanying tutorials for mastering Excel functions, charts, and pivot tables.

A learning guide for new programmers

📔 📚 A curated list of Project Made with Kicad.

A curated list of software, simulators, policies, agent tools and coverage for the Pollen Robotics / Hugging Face Microduck robot

Source code for the course: Spring Boot 4, Spring 7 and Hibernate for Beginners

A curated list of Jev use cases, projects, SDKs, and resources. Jev is TypeSafe AI's System One model for fast, typed decisions in software — Choice, Score, and Noul with calibrated probabilities.

2,000 curated embodied AI and robotics resources with bilingual metadata and transparent ranking

Junk-free, 300+ directories, launch sites, newsletters, communities, subreddits and marketplaces to submit your startup, with Domain Rating, traffic and pricing. Synced weekly from submitlist.io.

《Easy Data x AI》是一门面向所有 AI 爱好者的数据与 AI 基础入门课程。通过双轨学习路径，从数据驱动视角学习构建 AI Agent。

Clear path from where you are to what you want to learn. AI agent turns goals and topic dumps into graph with visible dependencies (generative roadmap.sh)

Open-source AI customer support for SaaS teams — AI agent, help center, shared inbox, and feedback-to-changelog loop in one self-hostable platform.

PM skill for Claude Code, Codex, Cursor, and Windsurf: diagnose SaaS metrics, critique PRDs, plan roadmaps, run discovery, and coach PM career transitions.

保姆级教程：通过 VPS + v2ray-agent + Clash 获得干净海外 IP，降低 Claude / ChatGPT 封号风险

Forward Deployed Engineer Roadmap - A step-by-step roadmap to become a Forward Deployed Engineer (FDE) in AI, with a blog for every topic.

自媒体运营 Skill（技能包）精选：小红书、抖音、公众号、视频号、B 站、X、YouTube、TikTok、LinkedIn 的选题、写稿、配图、发布和数据，千问、豆包、龙虾 OpenClaw、WorkBuddy、Claude Code、Codex 等智能体可用 | Curated agent skills for social media: Xiaohongshu (RedNote), Douyin, WeChat, X, YouTube, TikTok and LinkedIn

Typed decisions with TypeSafe's Jev, the first System One model

AI Roadmap 2026: a beginner's path through Foundations, LLM Engineering, Agents, Evaluation, and Production, with verified free resources and a mini-project per layer

OpenClaw 入门和实战，安装、使用、配置到实现原理 | OpenClaw Guide

零基础入门大模型（LLM）的基础教程：从零手写 GPT-2，一行行看懂大模型是怎么工作的 | Build GPT-2 from scratch in PyTorch, step by step

A complete collection of RAG interview questions, answers (1619 questions & 52 RAG types), system design scenarios, architecture patterns, and production-ready concepts.

Programming Massively Parallel Processors (4th Ed.) 大规模并行处理器程序设计、学习笔记、练习题解答与 CUDA 实现

NaorisProtocol bot

🐋 Полный гайд на русском: как установить и запустить DeepSeek локально (V4, R1) на ПК, Mac и сервере — Ollama, llama.cpp, LM Studio, vLLM, Open WebUI, API, RAG, агенты, fine-tuning, лучшие фишки

openfi bot

A curated list of apps, launchers, homebrew repositories, rooting tools, guides, and resources for webOS TVs.

A speech-to-text system you can train for $25. A frozen speech encoder and a Qwen LLM joined by a small trained projector, with word timestamps, speaker diarization, a batched HTTP server, a live demo, and a free course.

A curated collection of papers, research blogs, open-source tools, benchmarks, and community demos for robot-use agents, including demos powered by GPT-6 Astra. —— Explore our searchable website.

Stanford University CS146S: The Modern Software Developer

Survey companion for Computational Character Modeling: role-playing methods, data foundations, and evaluation, organized by the manuscript.

Step‑by‑step 2026 guide on how to bypass Amazon CAPTCHA when scraping: free requests examples, CAPTCHA detection, and a production‑ready approach using Thordata Web Scraper Tools with the official Python SDK.

AI 测试开发学习路线大全：测试工程师的 AI 时代进阶指南，涵盖 AI 辅助测试、自动化测试、Agent 测试开发等，持续更新 🚀

Free AI/ML course with 950+ Jupyter notebooks — Python, deep learning, LLMs, RAG, agents, prompt engineering, fine-tuning, MLOps