codecompass is an ai-powered tool that gives personalized tech stack recommendations for any project idea. you just describe your project in natural language, and it suggests complete stacks with pros/cons, cost estimates, learning resources, and more. i built it with a python + fastapi backend (using langgraph for ai workflows and firecrawl for real-time research) and a react + next.js frontend styled with tailwind. everything is deployed on vercel and railway, making it easy to use right from the browser.
codecompass is an ai-powered tool that gives personalized tech stack recommendations for any project idea. you just describe your project in natural language, and it suggests complete stacks with pros/cons, cost estimates, learning resources, and more. i built it with a python + fastapi backend (using langgraph for ai workflows and firecrawl for real-time research) and a react + next.js frontend styled with tailwind. everything is deployed on vercel and railway, making it easy to use right from the browser.