agentpulse

AgentPulse

Open-source observability SDK for AI agents. Auto-instrument CrewAI, LangGraph, and more with one line of code.

Install

pip install agentpulse

With framework extras:

pip install agentpulse[crewai]
pip install agentpulse[langgraph]
pip install agentpulse[all]

Quick Start

import agentpulse
agentpulse.init()  # Auto-detects and instruments CrewAI, LangGraph

from crewai import Agent, Task, Crew
# Your existing code works unchanged — fully traced

What it captures

• Agent steps: Which agent ran, with what goal
• Task execution: Task descriptions, expected vs actual output
• Tool calls: Tool name, input, output
• LLM calls: Model, tokens, cost, latency
• Decisions: Agent routing and choices

Manual instrumentation

from agentpulse import trace, tool

@trace(name="my-agent-step")
def process_data(data):
    ...

@tool(name="search")
def search_web(query: str):
    ...

Dashboard

AgentPulse comes with a full web dashboard. See the main repo for setup instructions.

License

Apache 2.0