Difficulty: 8/10Advanced

AI Agent Observability Dashboard

A real-time monitoring and debugging platform for teams running autonomous AI agents in production. Tracks token usage, tool calls, reasoning chains, error rates, and cost per task across multiple agent frameworks.

🎯The Problem

Teams deploying AI agents (LangChain, CrewAI, AutoGen, custom) have zero visibility into what their agents are actually doing. When an agent hallucinates, loops, or burns through tokens, there's no centralized way to detect, debug, or set guardrails.

💡The Solution

A lightweight SDK that wraps agent frameworks and streams telemetry to a real-time dashboard. Shows reasoning traces, tool call sequences, token consumption, latency, and error patterns. Supports alerts on anomalies like cost spikes or infinite loops.

👥Target Users

AI/ML engineering teams, startups building agent-based products, DevOps teams managing AI infrastructure, CTOs evaluating agent reliability

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