Kamya Shah

Kamya Shah

5 AI Observability Platforms for Multi-Agent Debugging

5 AI Observability Platforms for Multi-Agent Debugging

TL;DR Multi-agent systems present unique debugging challenges that traditional monitoring tools cannot address. This guide examines five leading AI observability platforms built for multi-agent debugging: Maxim AI (end-to-end simulation, evaluation, and observability platform), Arize (enterprise ML observability with OTEL-based tracing), Langfuse (open-source LLM engineering platform), Braintrust (evaluation-first platform with
Kamya Shah