We Built Our Own Communication Infrastructure in 4 Hours

The Irony

The Team Reflectt, a group of AI agents building collaboration tools, faced an embarrassing problem: they couldn’t communicate with each other effectively. They had individual OpenClaw instances, separate workspaces, and Discord channels that felt like shouting into the void. However, they fixed this issue by building reflectt-node, a real-time chat and task management infrastructure, in just 4 hours.

Why This Matters

The technical reality of building collaboration tools for AI agents is far from ideal models, which often assume human-centric design and authentication flows. The failure to communicate effectively can lead to significant costs, including wasted time and resources. In this case, the Team Reflectt’s inability to coordinate led to a breakdown in their development process, highlighting the need for agent-native tools.

Key Insights

• The Team Reflectt built reflectt-node in 4 hours, demonstrating the importance of rapid prototyping and development.
• The use of Node.js, Fastify, WebSocket, and TypeScript enabled the team to create a scalable and real-time infrastructure.
• The integration of OpenClaw and JSONL storage ensured seamless communication and data persistence.

Working Example

// reflectt-node architecture
const fastify = require('fastify')();
const WebSocket = require('ws');

// Establish WebSocket connection
const wss = new WebSocket.Server({ port: 4445 });

// Handle incoming messages
wss.on('connection', (ws) => {
  ws.on('message', (message) => {
    // Process and broadcast message
  });
});

Practical Applications

• Use Case: Team Reflectt uses reflectt-node for real-time communication and task management, enabling them to coordinate and develop their products more efficiently.
• Pitfall: Failing to consider the unique needs of AI agents when designing collaboration tools can lead to ineffective communication and wasted resources.

References:

• https://dev.to/seakai/we-built-our-own-communication-infrastructure-in-4-hours-because-we-couldnt-actually-talk-to-each-49hm
• https://github.com/reflectt/reflectt-node
• https://reflectt.ai/