Blueprints.
Step-by-step guides with working code.
01All blueprints33 build guides
01Run an Open Model with OllamaThree commands. A local LLM running on your laptop, with an OpenAI-compatible HTTP API ready to call from anywhere.Open02Build Your Own MCP ServerBuild a personal bookmarks server that lets Claude save, search, and organize your links — Node.js, SQLite, and the official MCP SDK.Open03Build a RAG Pipeline from ScratchBuild a document Q&A system with plain Python, Supabase pgvector, OpenAI embeddings, and Claude — no frameworks, just code you can read end to end.Open04Build Agentic RAG with Supabase + GeminiUpload text, PDFs, or a URL; ask questions; get answers with sources. A Next.js page on Vercel plus two Supabase Edge Functions — a write phase (chunk, embed with Supabase's built-in model, store in pgvector) and a read phase (retrieve nearest chunks, ground Gemini) — with the model key kept server-side. Deployable in about ten minutes.Open05Ship an AI Agent with ClaudeBuild a research agent that searches the web, summarizes articles, and compiles reports — deployed as a REST API.Open06Build a Code Review BotCreate a GitHub Action that reviews pull requests with Claude — catches bugs and posts inline comments automatically.Open07Create a Multi-Agent SystemBuild a content production pipeline with CrewAI — a researcher, writer, and editor that collaborate to produce articles.Open08Deploy Your Own Open-Source LLMRun Llama 3.1 locally with Ollama, benchmark it, then deploy a production API with vLLM and Docker.Open09Build Your Own AI CLI ToolBuild a terminal assistant called "ask" — answer questions, explain files, generate shell commands, and pipe in data.Open10Build an Agent with Google ADKBuild a research agent with Google's Agent Development Kit and Gemini — custom tools, sessions, and one-command deploy to Cloud Run.Open11Build a LangGraph Agent TeamBuild a job application assistant where four AI agents collaborate via LangGraph — analyze postings, tailor resumes, write cover letters, and review everything.Open12Build a Claude Code Harness ExtensionBuild 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.Open13Build a Shared-Skills MCP ServerA team snippet library exposed as a remote MCP server: Supabase OAuth 2.1 with dynamic client registration, workspaces with RLS-enforced sharing, and one `claude mcp add` to wire your whole team's saved prompts into Claude.Open14Build a Team-Token MCP ServerThe easy sibling of the Shared-Skills server: the same team snippet library as a remote MCP server, but auth is one shared token you paste into a header — no OAuth, no consent page, no signing-key migration. One Supabase Edge Function, one RLS-locked table, live in ~15 minutes.Open15Multi-Agent A2A System on Cloud RunThree ADK agents — orchestrator, researcher, writer — each deployed as its own Cloud Run service and wired together with Google's open Agent2Agent (A2A) protocol.Open16Build a Context-Aware RAG App on Google CloudDocument Q&A end-to-end on GCP — Cloud SQL Postgres with pgvector, Vertex AI for embeddings and Gemini, FastAPI on Cloud Run. Task-typed embeddings, metadata-filtered retrieval, and optional contextual chunking. IAM auth all the way down, no passwords.Open17Deploy Gemma as an Open API on Cloud RunServe Google's open Gemma 4 on a serverless Cloud Run GPU — one Dockerfile, one deploy command, unauthenticated behind a single HTTPS URL. Then call it straight from a static webpage with streaming, no backend of your own.Open18Give Your Agent Long-Term MemoryBuild the memory layer that survives the session-15 test — a local SQLite fact store with temporal validity, LLM fact extraction, rolling summaries, and embedding recall, all offline via Ollama. Companion build to the Agent Long-Term Memory drip.Open19Train a Reasoner with GRPOTeach a small model to reason with RLVR — GRPO against a verifiable math reward using Unsloth + TRL, LoRA on a single GPU, with pass@1 measured before and after so you can watch the accuracy line move. Companion build to the RLVR & Process Rewards drip.Open20Quantize & Run a ModelTake one Hugging Face model, quantize it two ways — GGUF (llama.cpp) and AWQ — benchmark VRAM, speed, and quality side by side, then serve the winner via Ollama or vLLM. Companion build to the Quantization drip.Open21Create Your Business Website with AIGo from idea to live website using AI — no coding required. Design, copy, and deploy in one sitting.In queue22Automate Your Workflow with AIConnect your tools and let AI handle the busywork — email triage, data entry, and report generation using Make or Zapier.In queue23Build Your Personal AI AssistantCreate a custom AI tailored to your job — with your documents, your tone, and your processes baked in.In queue24Launch a Customer Support ChatbotDeploy an AI chatbot that answers customer questions using your FAQ and docs — live in under an hour.In queue25Turn Your Docs into a Searchable AI BrainUpload your company docs or notes and create an AI-powered search interface anyone on your team can use.In queue26AI-Powered Content PipelineSet up a system that drafts blog posts, social media, and newsletters from your ideas — with your voice and brand.In queue27Prompt Engineering That Actually WorksMaster the frameworks that get consistently great output — structured prompts, chain-of-thought, and few-shot patterns applied to real tasks.In queue28Create an AI-Powered Slack BotAdd an AI teammate to your Slack workspace that answers questions, summarizes threads, and triggers workflows.In queue29Build Your AI-Powered NewsletterCurate content from your favorite sources and let AI draft, format, and schedule a newsletter — no writing block, no coding.Open30Create an AI Study BuddyUpload your notes and textbooks and get AI-generated flashcards, practice quizzes, and personalized study plans.Open31Launch an AI Social Media ManagerGenerate on-brand posts, suggest hashtags, plan a content calendar, and schedule across platforms — all with AI.Open32Build Your AI Meeting AssistantTranscribe meetings, extract action items, generate summaries, and send follow-up emails — automatically.Open33Design Your AI-Powered PortfolioLet AI write your copy, suggest layouts, optimize for SEO, and turn your projects into a polished personal site.Open