Metadata
Sector
- Web3
- AI
- Developer Tooling
Scope
- UI/UX Design
- Back-End Development
- API Integration
Technologies
- Cloudflare Workers
- LangGraph
- LangChain
- OpenAI
- Contentful
- Tavily Search API
- TypeScript
- D1 Database
- Figma
Quicknode Builder’s Guide
Quicknode partnered with Monogram to transform their Builder’s Guide into an AI-powered discovery platform. Using LangGraph and GPT-4o, the system automatically generates rich, structured profiles for thousands of Web3 tools and publishes them directly to Contentful CMS.
Designed in Figma
The Builder’s Guide interface was designed in Figma, establishing a comprehensive design system for the tool discovery platform. The process focused on neatly displaying complex web3 tool information, including pricing tables, feature comparisons, and category hierarchies. Interactive prototypes validated user flows for discovering and comparing tools, while Figma Dev Mode ensured precise handoff for the frontend implementation in a separate Next.js project.
AI-Powered Discovery Pipeline
A 5-node LangGraph workflow orchestrates the content generation process, first utilizing the Tavily API for intelligent search, extracting websites, documentation, and social links for each tool. GPT-4o powers summary generation, creating comprehensive profiles with SEO-optimized descriptions, pricing tiers, and use cases. A category validation node uses AI reasoning against Contentful definitions for accurate categorization, while the final layer scores content quality before publishing.
The Reasoning Layer
The pipeline ingests fragmented data from sources like DappRadar, leveraging AI reasoning to populate over 60 structured fields per entry. This transformation turns raw technical metadata into a cohesive, searchable directory that bridges the gap between complex tools and developer needs.
Serverless at Scale
The platform employs a coordinator-worker architecture on Cloudflare Workers using D1 for persistent storage. The Contentful Management API handles all entry creation and asset linking, converting AI-generated insights into production-ready content at scale.
The Impact
Quicknode's Builder’s Guide started with 700 manually curated tools and can now potentially scale to over 5,000 profiles, a 7x increase in directory depth through automation. What previously required hours of manual research is now generated in minutes, significantly boosting SEO performance and establishing Quicknode as the definitive resource for web3 developers.