Open Sources
Curated repos, tools, and frameworks shaping the developer ecosystem.
Live data from GitHub.
Curated repos, tools, and frameworks shaping the developer ecosystem.
Live data from GitHub.
by aishwaryanr
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
Generative AI is moving fast, and this repository is a comprehensive hub for generative AI research, courses, interview materials, notebooks, and more. Everything is now organized around one question: what do you want to do?
Pick the door that fits you. Each journey has its own 101 to 301 path.
Pick your row (who you are) and your column (how far you want to go), then click in. Levels mean something different in each journey: depth is relative to that journey's goal.
Build is the flagship journey and the deepest one. The 90+ free courses and code notebooks that used to be one long list are now sorted into these cells by level and tagged by topic.
Already know your subject? Jump straight to it. Each topic page gathers everything on that subject and shows which journey and level each piece serves.
LLM Foundations · Prompting and Context · Retrieval and RAG · Fine-tuning · AI Agents · Evaluation and Observability · Multimodal · Production and LLMOps · Safety and Security
Or see every free course in one place: All free courses, by topic.
Free, created by Aishwarya Naresh Reganti and the LevelUp Labs team, several with certification:
For every free course (LevelUp Labs originals and vetted external), organized by topic, see the full All Free Courses, by Topic list.
Want to learn live with us? The courses above are free. We also teach cohort-based courses on Maven, and more than 3,000 builders have learned with us so far: AI System Design (design real generative-AI systems end to end, the Problem-First way) and Advanced AI Evals (the evaluation and improvement loops behind reliable LLM and agent products). See all our live courses.
Discover our favorite AI tools spanning every layer of AI application development. See Our Favourite AI Tools.
A full Role-Based Interview Prep hub: pick your role and work its folder end to end (overview, interview rounds, a deep question bank with answers, resources, courses, and a prep plan).
Everyone starts with the shared 60 GenAI Interview Questions, then works their role. System-design interview drills are planned for a later build phase.
Newest first:
If you want to add to the repository or find any issues, please feel free to raise a PR. Place your addition in the right journey, level, and topic using the journey and level grid and the browse by topic index as your guide.
To cite this guide, use the format below:
@article{areganti_generative_ai_guide,
author = {Reganti, Aishwarya Naresh},
journal = {https://github.com/aishwaryanr/awesome-generative-ai-guide},
month = {01},
title = {{Generative AI Guide}},
year = {2026}
}
** Sponsored sections, where present, are marked. We do not endorse or guarantee the product or service and are not responsible for any issues arising from its use. Please evaluate and use at your discretion.
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.
1098 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — from PRDs and postmortems to appealing a disability benefit, building a go-bag, and settling into a new country. Plain-markdown, MIT, in Anthropic's official plugin directory. Free in-browser or 'npx pm-claude-skills add'.
An agentic skills framework & software development methodology that works.