notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.
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Learn AI and LLMs from scratch using free resources
This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.
- leetcode
- algorithms
- cpp
TranslatedA continuously maintained website of enterprise interview questions to help you get a satisfying offer! ⭐️ The latest 2026 Java interview questions, front-end interview questions, AI large model interview questions, AI Agent interview questions, RAG interview questions, C++ interview questions, Go interview questions, Python interview questions, testing interview questions, operations interview questions, back-end interview questions, operating system interview questions, computer network interview questions, Redis interview questions, MySQL database interview questions, algorithm interview questions, Spring interview questions, JVM interview questions, Java concurrency interview questions, Linux interview questions, LLM interview questions, prompt engineering interview questions, system design interview questions, and more: over 10,000 high-frequency standard interview questions (八股文) that programmers need when job hunting. For interview practice, choose 面试鸭 (Mianshiya, "Interview Duck") 💎 A full-stack project with React front end + Node back end + cloud development, by 程序员鱼皮 (Programmer Yupi)
- java
- python
- javascript
- algorithm
All things prompt engineering
Translated【🔞🔞🔞 Contains images not suitable for minors】AI exploration and summary based on my strengths in programming, drawing, and writing: StableDiffusion is a powerful image generation model that can generate new images by evolving an existing image. ChatGPT is a Transformer-based language generation model that can automatically generate suitable articles for an input topic. And Github Copilot is an intelligent programming assistant that can speed up everyday programming activities.
- ai
- aigc
- chatgpt
- github-copilot
Free prompt engineering online course. ChatGPT and Midjourney tutorials are now included!
- prompt
- prompt-engineering
- prompt-toolkit
A curation of prompts, plugins & other Fish treasures 🐚💎
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
- gpt-3
- prompting
- prompt-engineering
- gpt3
Curated tutorials and resources for Large Language Models, AI Painting, and more.
Must-read papers on prompt-based tuning for pre-trained language models.
- nlp
- pre-trained-language-models
- ai
- machine-learning
From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓
- language-models
- reasoning
- prompt
- in-context-learning
Prompt越狱手册
A curated list of Generative AI tools, works, models, and references
- awesome-list
- awesome
- dall-e
- dalle2
Copy-ready prompts for the leading AI video and image models, each with its real output and source. Plus agent recipes for editing video.
- awesome
- awesome-list
- agents
- ai-video
总结Prompt&LLM论文，开源数据&模型，AIGC应用
- demonstration
- in-context-learning
- prompt
- few-shot-learning
Easily collect responses from ChatGPT scraper by providing a prompt along with valid Web Scraper API credentials.
- chatgpt-api
- chatgpt-scraper
- llm-scraper
- chatgpt
🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
An index of algorithms for learning causality with data
- causality
- causal-inference
- causality-analysis
- causality-algorithms
Harness engineering in two books: constraints, query loops, context governance and multi-agent verification in Claude Code and Codex. harness-books.agentway.dev
- agentic-ai
- ai-agents
- ai-engineering
- claude-code
Must-read Papers on LLM Agents.
- agents
- awsome-list
- environment
- interactive
Prompt 编写模式：如何将思维框架赋予机器，以设计模式的形式来思考 prompt
List of SaaS boilerplates (starter kits)
Next.js recently became the official React framework as outlined in React docs. In this course, you'll learn the most important Next.js concepts and how they fit into the React ecosystem. Finally, you'll put your skills to the test by building a modern full-stack Next 14 application.
- nextjs
- next14
- nextjs14