AI Tools Radar › Categories › Learning & resources
AI courses, tutorials & awesome lists
Courses, tutorials, cookbooks, guides, awesome lists and curated collections for learning AI. 48 items in today's radar (data fetched 21 Oct 2026, 14:13 (Berlin time)). Categories are assigned by fixed keyword rules on GitHub topics, repo names, descriptions and Show HN titles; an item can be in several categories. How categories work.
All 393Agents & automation 196Coding assistants & dev tools 168Chat apps & assistants 28LLM inference & serving 36RAG & search 28Training & fine-tuning 11Models & research 36Image, video & audio generation 52Voice & speech 21Computer vision 8MCP, skills & plugins 146Evaluation & observability 22Data & datasets 30Local / on-device AI 45Security & sandboxing 33Learning & resources 48Other 16
Trending on GitHub today (17)
| Repository | Stars today | Total stars | Language | License | Created |
|---|---|---|---|---|---|
| 1. DietrichGebert/ponytail Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. | 1,208 | 170,692 | JavaScript | MIT | 2026-06-12 |
| 2. headroomlabs-ai/headroom Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server. | 549 | 76,987 | Python | Apache-2.0 | 2026-01-07 |
| 3. luongnv89/claude-howto A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value. | 429 | 42,428 | Python | MIT | 2025-11-07 |
| 4. Lordog/dive-into-llms 《动手学大模型Dive into LLMs》系列编程实践教程 | 134 | 57,106 | Jupyter Notebook | none found | 2024-04-08 |
| 5. microsoft/generative-ai-for-beginners 21 Lessons, Get Started Building with Generative AI | 120 | 121,805 | Jupyter Notebook | MIT | 2023-06-19 |
| 6. croffasia/itsaplan ⭐️⭐️⭐️ Open-source, self-hosted alternative to Linear and Plane. Project management and issue tracking where teams and AI agents work side by side to plan and ship products. | 114 | 1,695 | TypeScript | AGPL-3.0 | 2026-07-14 |
| 7. microsoft/ai-agents-for-beginners 18 Lessons to Get Started Building AI Agents | 89 | 77,597 | Jupyter Notebook | MIT | 2024-11-28 |
| 8. microsoft/AI-For-Beginners 12 Weeks, 24 Lessons, AI for All! | 69 | 70,074 | Jupyter Notebook | MIT | 2021-03-03 |
| 9. mrdbourke/zero-to-mastery-ml All course materials for the Zero to Mastery Machine Learning and Data Science course. | 54 | 7,248 | Jupyter Notebook | none found | 2019-09-23 |
| 10. anthropics/claude-cookbooks A collection of notebooks/recipes showcasing some fun and effective ways of using Claude. | 47 | 53,639 | Jupyter Notebook | MIT | 2023-08-15 |
| 11. NirDiamant/RAG_Techniques This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. | 28 | 29,946 | Jupyter Notebook | Other | 2024-07-13 |
| 12. patchy631/ai-engineering-hub In-depth tutorials on LLMs, RAGs and real-world AI agent applications. | 25 | 38,401 | Jupyter Notebook | MIT | 2024-10-21 |
| 13. gepa-ai/gepa Optimize prompts, code, and more with AI-powered Reflective Optimization | 20 | 7,086 | Jupyter Notebook | MIT | 2025-08-05 |
| 14. udlbook/udlbook Understanding Deep Learning - Simon J.D. Prince | 15 | 10,064 | Jupyter Notebook | Other | 2022-08-01 |
| 15. HandsOnLLM/Hands-On-Large-Language-Models Official code repo for the O'Reilly Book - "Hands-On Large Language Models" | 11 | 29,801 | Jupyter Notebook | Apache-2.0 | 2024-06-28 |
| 16. ed-donner/llm_engineering Repo to accompany my mastering LLM engineering course | 11 | 7,720 | Jupyter Notebook | MIT | 2024-08-31 |
| 17. ed-donner/agents Repo for the Complete Agentic AI Engineering Course | 9 | 6,437 | Jupyter Notebook | MIT | 2025-03-21 |
Trending on GitHub this week (9)
| Repository | Stars this week | Total stars | Language | License | Created |
|---|---|---|---|---|---|
| 1. JuliusBrussee/caveman 🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman. | 2,573 | 113,998 | Go | Apache-2.0 | 2026-04-04 |
| 2. HandsOnLLM/Hands-On-Large-Language-Models Official code repo for the O'Reilly Book - "Hands-On Large Language Models" | 229 | 29,801 | Jupyter Notebook | Apache-2.0 | 2024-06-28 |
| 3. chiphuyen/aie-book [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025) | 136 | 17,944 | Jupyter Notebook | none found | 2024-12-03 |
| 4. mrdbourke/zero-to-mastery-ml All course materials for the Zero to Mastery Machine Learning and Data Science course. | 125 | 7,248 | Jupyter Notebook | none found | 2019-09-23 |
| 5. NirDiamant/RAG_Techniques This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial. | 92 | 29,946 | Jupyter Notebook | Other | 2024-07-13 |
| 6. alirezadir/AIMLInterviews A Comprehensive Guide for Generative AI, Agentic AI, Multimodal AI, Physical AI Interviews. Proven Formula for multiple FAANG offers and more | 75 | 9,891 | Jupyter Notebook | MIT | 2021-01-31 |
| 7. Liquid4All/cookbook Examples, end-2-end tutorials and apps built using Liquid AI Foundational Models (LFM) and the LEAP SDK | 69 | 2,623 | Jupyter Notebook | none found | 2025-10-03 |
| 8. udlbook/udlbook Understanding Deep Learning - Simon J.D. Prince | 58 | 10,064 | Jupyter Notebook | Other | 2022-08-01 |
| 9. NVIDIA-NeMo/Nemotron Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models | 37 | 2,190 | Jupyter Notebook | Apache-2.0 | 2025-10-03 |
New repos of the last 30 days (26)
| Repository | Age | Total stars | Language | License | Created |
|---|---|---|---|---|---|
| 1. KKKKhazix/AIHOT 一个自己找热点、自己写日报的网站框架。把信源和精选标准换成你的，它就是你的行业热点站。 | 22 d | 8,323 | TypeScript | MIT | 2026-09-28 |
| 2. yihui-dev/awesome-opus5-5-videos A growing collection of viral videos made with Claude Opus 5.5 and the prompts behind them. Watch each original next to a live remake on Skillry. Updated regularly. | 24 d | 7,794 | – | MIT | 2026-09-27 |
| 3. lemomo-ai/lemo-opuscar Claude Code skill for short films with no video model: 51 film styles, each a style prompt plus a demo film made entirely in code by Claude Opus 5.5 (incl. OPUSCAR 98 and the new Evidence Films). By Lemomo. · Opus5.5 x 51 种影片风格：风格提示词 + 纯代码样片 + 导演与技术指南（新增「实证影像」） | 25 d | 4,674 | JavaScript | MIT | 2026-09-26 |
| 4. nykooi1/vibe-wise A Claude Code / Codex plugin that helps you learn how to build while AI writes the code. | 22 d | 3,827 | Python | MIT | 2026-09-29 |
| 5. morluto/awesome-reverse-engineering Curated reverse-engineering tools and learning resources for binaries, apps, firmware, formats, and protocols. | 11 d | 1,038 | Python | CC0-1.0 | 2026-10-09 |
| 6. zhuyansen/awesome-claude-video-skills Open-source skills and toolkits that let Claude Code, Codex and other coding agents make video. 180 repos by type, each security-graded. English / 中文. | 24 d | 779 | – | Other | 2026-09-27 |
| 7. amitshekhariitbhu/ai-system-design AI System Design - Learn how to design AI systems built on LLMs, RAG, and AI Agents step by step. | 26 d | 731 | Markdown | Apache-2.0 | 2026-09-25 |
| 8. angel291592/Intent-Router Intent compiler for AI agents — converges vague requests into typed IntentSpec contracts (probe, ask, or halt before routing), the input layer for routers and typed-decision models like Jev & Laya | 29 d | 718 | Python | MIT | 2026-09-22 |
| 9. kydlikebtc/awesome-jev 1207 public resources for Jev, TypeSafe AI's System One decision model, indexed by decision pattern. Source citations, dated link checks and scheduled call-site text checks; runtime and performance are not independently tested here. EN/中文, JSON schema and platform compatibility. | 29 d | 593 | Python | Other | 2026-09-22 |
| 10. UnderleveledBuilder/awesome-short-drama-skills AI 短剧 · 漫剧 Skill（技能包）精选：剧本、改编、分镜、Seedance / 可灵 / MiniMax 视频提示词，千问、豆包、龙虾 OpenClaw、WorkBuddy、Claude Code、Codex 等智能体可用 | Curated agent skills for AI short drama, micro drama / microdrama, vertical drama and manju (AI comic drama): screenwriting, storyboards, Seedance / Kling / MiniMax video prompts | 7 d | 576 | HTML | CC0-1.0 | 2026-10-13 |
| 11. joeseesun/opus-video-prompts Claude Opus 5.5 用代码生成视频：全网案例与可直接复制的提示词 | Copy-ready prompts & 54 cases of Opus 5.5 code-rendered videos | 24 d | 576 | – | none found | 2026-09-27 |
| 12. xop01/ai_goodpractice full guide to help you integrate AI in your workflow, for both beginners and experienced users | 19 d | 569 | – | none found | 2026-10-02 |
| 13. breakstageaxe61/genspark-claw 🦀⚡ Community skill pack & CLI for Genspark Claw, OpenClaw & Hermes agents — 5 production-ready SKILL.md skills (deep research, reports, slides, browser automation, AI call prep), zero-dependency Node.js installer, MCP server, one-line install | 25 d | 547 | JavaScript | MIT | 2026-09-26 |
| 14. heqiangdiao-wq/AI-Cross-Border-Ecommerce-Agent-Toolkit AI 跨境电商运营智能体工具箱 · 把运营 SOP 拆成 7 个可复用的 AI Agent 工作流，含 Prompt、模板与真实案例 | 8 d | 482 | Python | MIT | 2026-10-13 |
| 15. NB-Corp/gpt-with-taste Better judgment. Better taste. Less ceremony. System instructions and source-aware steering for GPT in Codex. | 8 d | 420 | JavaScript | Other | 2026-10-12 |
| 16. VoltAgent/official-mcp-servers A curated directory of 390+ official MCP servers from the companies behind the products. No unofficial forks, no abandoned projects. | 20 d | 375 | – | MIT | 2026-10-01 |
| 17. win4r/MuseAI-Skills muse.ai (Muse AI) skills and runtime snapshot: 68 skills, workflow guides, connector manifests. muse.ai 技能与运行环境文件；非官方存档 / Unofficial archive. | 26 d | 371 | HTML | none found | 2026-09-25 |
| 18. Nyankomintsu/world-execute-me-lyric-mv world.execute(me); — an unofficial fan-made lyric MV told as a chat with Claude, rendered frame by frame from code. Prompts included; no music or lyrics. 非官方同人歌詞 MV:以程式碼逐幀渲染,附完整提示詞,不含歌曲與歌詞。 | 14 d | 370 | JavaScript | MIT | 2026-10-06 |
| 19. sitor-ai/frametell Frametell: turn your ideas and material into vivid explainer videos with an AI director agent. Local-first, any model. | 11 d | 357 | TypeScript | AGPL-3.0 | 2026-10-10 |
| 20. alexgaoth/awesome-reverse-engineered Don't reverse engineer it twice. 12,000+ open-source tools built by reverse engineering closed apps, APIs, devices, protocols, file formats, games and AI tools. Search site + agent skill, refreshed nightly. | 9 d | 356 | Python | MIT | 2026-10-11 |
| 21. assafkip/claudemy Claudemy: an open-source alternative to Udemy and Coursera. Give Claude a topic, it researches the web and builds a course of 2-minute audio lessons with cited sources. A free Claude Code skill. | 7 d | 346 | Python | MIT | 2026-10-14 |
| 22. justxor/claude-code-pro-course Claude Code PRO — полный курс и гайд на русском: CLAUDE.md, settings, skills, subagents, hooks, MCP, плагины, CI. 8 лабораторных, библиотека промптов и готовый starter-kit. Здесь бесплатные курсы по chatgpt - | 20 d | 311 | Shell | MIT | 2026-09-30 |
| 23. songshikang0111/awesome-REA-cases A curated collection of REA and AI-assisted reverse engineering cases, projects, and ideas. Updated every four hours. | 9 d | 300 | Python | MIT | 2026-10-12 |
| 24. zgcagi/Harness-RSI Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website. | 19 d | 293 | TeX | CC-BY-4.0 | 2026-10-01 |
| 25. Akun-python/autumn-recruitment Autumn-Recruit Algo Notes(秋招算法学习仓库)，面向大模型时代的算法、工程与AI学习共建仓库。从数学基础、数据结构，到机器学习、深度学习、LLM、Agent、AI-Infra、语音与数据科学，通过「理解→推导→手写 → 运行 → 验证 → 复盘构建可持续迭代的知识体系。 | 22 d | 279 | Jupyter Notebook | MIT | 2026-09-29 |
| 26. heaven999b/hello-agent-system 👋 Hello Agent System — learn enterprise AI agent system design by building every production layer from scratch. 17 bilingual lessons (EN/中文) with tested exercises: tools, architectures, reliability, security, evals, distributed execution, cost, RAG, release ops. 企业级 Agent 系统设计训练营 | 24 d | 276 | Python | MIT | 2026-09-27 |