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  UI for Forkcast Guest Mode with InteractivResults

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  Architecture for Host Agent System

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  Host, Guest and Solo modes available

Forkcast: Conquering Group Dining Decisions

🍽️ The Problem

We've all been there—sitting with friends, endlessly debating where to eat. Everyone has unique preferences, dietary restrictions, and budgets. More often than not, we'd give up and order separately, missing out on new culinary adventures.

🤖 The Solution

With 2025 being dubbed "the year of agents," I built Forkcast—a multi-agent system that orchestrates group dining decisions seamlessly.

🛠️ The Journey

After researching existing solutions and identifying gaps, I dove deep into:

• Google AI SDK documentation and multi-agent architectures
• Model Context Protocol for agent communication
• Google Maps API for location intelligence
  
• Firebase ecosystem for auth, hosting, and data storage

🎯 Key Challenges

The toughest hurdle? Deployment. After weeks of local testing, configuring the production environment felt overwhelming. Thankfully, Google Cloud Run provided the flexibility I needed.

🚀 The Takeaway

Beyond building a "cool ass project," these 30 days of hacking taught me cutting-edge technologies and easily the most fun I've had coding this year !

The learnings and rush of building something meaningful—that's the real victory.

Built With

• angular.js
• cloudrun
• firebase
• firestore
• foursquare
• google-gmail-oauth
• google-maps
• googleadk
• mcp
• openapi
• yelp-fusion