Full-Stack AI Agent for API Integration
March 15, 2025
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1 min read
An agentic AI system that guides developers from high-level intent to production-ready full-stack code, orchestrating API recommendation, documentation retrieval, and code generation through a multi-agent workflow.
The system decomposes the development process into specialized agents for API selection, documentation scraping and retrieval-augmented generation (RAG), backend/frontend code synthesis, and automated code review, enabling fast and reliable API integration, reducing integration time from documentation exploration to deployable code.
Authors
Yihan Zhou
(she/her)
Data Scientist
Data Science and Research Fellow at McKinsey & Company. Designs analytics and AI systems that help people make clearer decisions under complexity.