DESIGN
Build a design system with AI.
You'll ship tokens, components and docs that stay in sync from Figma to code.
Learn from peoplewho just figured it out.
Field guides, papers explained and guided paths. Written by members, for whoever comes next.
AUTOMATON, FROM THE GREEK FOR ACTING ON ITS OWN
GUIDED PATH
Automate your workwith an AI agent.
Pick a task you repeat every week. You'll ship an agent that does it for you, asks before anything risky and reports what it did.
- Pick one workflow worth automating
- Connect your tools with MCP
- Give the agent a goal, tools and stop rules
- Add a human check where it matters
- Measure it. Then let it run.
Pick what you want to ship.
APPS
Ship a web app by describing it.
You'll ship a real product, live on the internet, with people using it.
INTEGRATION
Connect AI to your own tools.
You'll ship an MCP server that lets any AI assistant work with your data.
VOICE
Build a voice agent that picks up the phone.
You'll ship an agent that answers calls, books appointments and hands off to a human.
KNOWLEDGE
Turn your docs into an assistant.
You'll ship an assistant that answers from your documents and shows its sources.
CONTENT
Build a content engine that runs itself.
You'll ship a pipeline that turns one idea into posts, a newsletter and a video.
Worth rereading.
- Agentic Design Patterns Part 1: Four AI agent strategiesReflection, tool use, planning and multi-agent collaboration. The patterns behind agents that work.(opens in a new tab)
- Agentic Design Patterns Part 2: ReflectionHave a model critique its own output, then improve it. Simple to add. Surprisingly effective.
- Improve Agentic Performance with Evals and Error AnalysisMeasure first. Then find what really causes each failure, instead of guessing at fixes.(opens in a new tab)
- Three Key Loops for Building Great SoftwareFast loops with your coding agent, slower loops with your own judgment, and real feedback from users.(opens in a new tab)
- Machine Learning YearningHow to structure machine learning projects. Dev and test sets, error analysis and strategy.(opens in a new tab)
- How to Build Your Career in AILearn the foundations, build projects, find the right role. Practical advice in one guide.(opens in a new tab)
Figured something out? Write it down.
Every guide in the Library started as one member's notes. Yours could be next.