PRD Builder
LangGraph-powered workflow that auto-generates Product Requirements Documents from Trello boards, user stories, and codebases.
PRD Builder
An intelligent, agentic workflow that eliminates the most tedious part of product planning: writing PRDs from scratch.
The Problem
Product teams waste hours translating scattered requirements — Trello cards, Slack threads, stakeholder notes — into structured documentation. PRD Builder automates that entire process.
How It Works
Built on LangGraph, PRD Builder orchestrates a multi-agent pipeline that:
- Ingests requirements from Trello boards, user stories, and existing documentation
- Analyzes the codebase to understand what’s already built and what’s realistic
- Structures and writes a complete PRD — acceptance criteria, technical constraints, edge cases included
- Iterates based on feedback — not a one-shot generator, but a collaborative workflow
Tech Stack
- LangGraph — multi-agent orchestration and state management
- Python — core workflow and Trello/GitHub integrations
- Trello API — requirement ingestion
- LLM backend — Claude/GPT-4 for document generation
Why It Matters
This is a real example of what agentic AI can do when applied to real workflows: not a chatbot, but an automated process that replaces hours of manual work with minutes of review. The architecture is directly applicable to any document-generation or multi-step reasoning workflow.
Private repository. Available for demonstration on request.