user: dporkka
PRJ-016·LIVE·2024
AI Build Coach website hero screenshot
Website capture
AI Build Coach
AI / Developer Tools

AI Build Coach

Turn your half-baked idea into a builder's brief. Architecture plans ready for AI agents.

Visit live site ↗ build.davidporkka.com
Problem

Most people start coding immediately and end up rewriting the database schema three times. There's no lightweight tool that forces alignment on the *what* before the *how* and outputs something an AI coding agent can actually use.

Solution

AI Build Coach takes a vague software idea and generates a complete, opinionated architecture plan — PRD, tech spec, app flow with Mermaid diagrams, DB schema, API routes, and more — packaged as downloadable documents ready for Replit Agent or Cursor.

Role

Solo builder — product, AI prompt engineering, document generation pipeline, and UX.

Metrics
  • 12 structured documents per project brief
  • Built in 24 hours with AI assistance
  • PRD + tech spec + DB schema + API routes + Mermaid diagrams
Impact

Created a lightweight tool that bridges the gap between a vague idea and an AI-agent-ready architecture brief, forcing alignment on scope before code gets written.

System design

React frontend collects user input via a questionnaire. The AI backend (Replit Agent) acts as a senior engineer, generating structured documents from templates. Output is packaged as downloadable ZIP or inline copy-paste snippets.

Highlights
  • Generates 12 structured documents from a plain-text brain dump
  • PRD, tech spec, DB schema, API routes, Mermaid diagrams included
  • Downloadable ZIP or copy-paste into Replit Agent / Cursor
  • Built in 24 hours with Replit Agent
Stack
TypeScriptReactReplit AgentAI/LLMMermaid
Browse project vault

Other projects

View all →