Blueprints
Step-by-step builds — skip the theory, build something real with AI. Each blueprint takes you from zero to deployed.
For Builders
Developer-focusedBuild Your Own MCP Server
Build a personal bookmarks server that lets Claude save, search, and organize your links — Node.js, SQLite, and the official MCP SDK.
Build a RAG Pipeline from Scratch
Build a document Q&A system with Python, LlamaIndex, and Qdrant — ingest your docs and query them with natural language.
Ship an AI Agent with Claude
Build a research agent that searches the web, summarizes articles, and compiles reports — deployed as a REST API.
Build a Code Review Bot
Create a GitHub Action that reviews pull requests with Claude — catches bugs and posts inline comments automatically.
Create a Multi-Agent System
Build a content production pipeline with CrewAI — a researcher, writer, and editor that collaborate to produce articles.
Deploy Your Own Open-Source LLM
Run Llama 3.1 locally with Ollama, benchmark it, then deploy a production API with vLLM and Docker.
Build Your Own AI CLI Tool
Build a terminal assistant called "ask" — answer questions, explain files, generate shell commands, and pipe in data.
Build an Agent with Google ADK
Build a research agent with Google's Agent Development Kit and Gemini — custom tools, sessions, and one-command deploy to Cloud Run.
Build a LangGraph Agent Team
Build a job application assistant where four AI agents collaborate via LangGraph — analyze postings, tailor resumes, write cover letters, and review everything.
Build a Claude Code Harness Extension
Build a code-review swarm as a Claude Code plugin — sub-agents, hooks, custom slash commands, an MCP tool server, and a background audit worker, packaged as a publishable plugin.
For Everyone
No coding requiredCreate Your Business Website with AI
Go from idea to live website using AI — no coding required. Design, copy, and deploy in one sitting.
Automate Your Workflow with AI
Connect your tools and let AI handle the busywork — email triage, data entry, and report generation using Make or Zapier.
Build Your Personal AI Assistant
Create a custom AI tailored to your job — with your documents, your tone, and your processes baked in.
Launch a Customer Support Chatbot
Deploy an AI chatbot that answers customer questions using your FAQ and docs — live in under an hour.
Turn Your Docs into a Searchable AI Brain
Upload your company docs or notes and create an AI-powered search interface anyone on your team can use.
AI-Powered Content Pipeline
Set up a system that drafts blog posts, social media, and newsletters from your ideas — with your voice and brand.
Prompt Engineering That Actually Works
Master the frameworks that get consistently great output — structured prompts, chain-of-thought, and few-shot patterns applied to real tasks.
Create an AI-Powered Slack Bot
Add an AI teammate to your Slack workspace that answers questions, summarizes threads, and triggers workflows.
Build Your AI-Powered Newsletter
Curate content from your favorite sources and let AI draft, format, and schedule a newsletter — no writing block, no coding.
Create an AI Study Buddy
Upload your notes and textbooks and get AI-generated flashcards, practice quizzes, and personalized study plans.
Launch an AI Social Media Manager
Generate on-brand posts, suggest hashtags, plan a content calendar, and schedule across platforms — all with AI.
Build Your AI Meeting Assistant
Transcribe meetings, extract action items, generate summaries, and send follow-up emails — automatically.
Design Your AI-Powered Portfolio
Let AI write your copy, suggest layouts, optimize for SEO, and turn your projects into a polished personal site.