Finalist
March 2025
10 min read

AgentMesh: The Future of AI Orchestration

Building a modular platform that connects AI agents to create powerful workflows

Team AgentMesh
DJ Sanghvi
The Vision

What if AI agents could work together seamlessly?

A platform where different AI agents collaborate to solve complex tasks

Marketing Agent
Legal Agent
Research Agent

Core Features

Agent Marketplace

Plug-and-play marketplace for AI agents

Pre-built agents
Custom agent creation
Agent discovery

Workflow Builder

Visual interface for agent orchestration

Drag-and-drop interface
Real-time preview
Workflow templates

Security & Control

Enterprise-grade security and monitoring

Access control
Usage monitoring
Compliance checks

Technology Stack

Python
LangChain
FastAPI
Streamlit
Vector DB

Our Journey

🤖
10+
Pre-built agents
🎯
5+
Use cases
âš¡
3x
Faster development

The D2K Experience

While we didn't take home the top prize, the experience of building AgentMesh taught us invaluable lessons about AI orchestration and workflow automation. The feedback from judges and fellow finalists helped us refine our vision for the future of AI collaboration.

Key Learnings

Agent communication is more complex than it seems

We learned that ensuring reliable communication between agents requires careful protocol design and error handling.

User experience matters in technical tools

Even for a developer-focused tool, the interface needs to be intuitive and user-friendly.

Scalability needs to be considered from day one

Building a platform that can handle multiple agents and workflows requires careful architecture planning.