Building AgentOS AI: Multi-Agent Observability with OpenTelemetry and SigNoz
Building AgentOS AI: End-to-End Observability for Multi-Agent AI using OpenTelemetry and SigNoz Author: Geet Bharambe Introduction Artificial Intelligence is becoming increasingly capable, but as AI systems grow more complex, they also become harder to understand and debug. Modern AI applications rarely consist of a single model call—instead, they involve multiple specialized agents working together to solve complex problems. During the WeMakeDevs Agents of SigNoz Track 1 Hackathon , I wanted to build something that demonstrates not only how multiple AI agents collaborate, but also how developers can observe everything happening inside those agents. This idea led to AgentOS AI , a real-time multi-agent AI observability platform built using Google Gemini , FastAPI , OpenTelemetry , and SigNoz . The project's goal is simple: Make AI agent execution transparent, measurable, and easy to debug. The Problem Most AI applications behave like black boxes. When a...