Local-First Observability for AI Agents

Monitor, debug, and improve your LLM applications with confidence. Your data never leaves your machine.

🔒 Privacy-First ⚡ High Performance 🚀 Production Ready

Get Started View on GitHub

100% Local Data

0ms Network Latency

∞ Privacy

                            
                            
                            
                        
traceloop.py

                        import traceloop

# Initialize traceloop
traceloop.init(
    endpoint="http://localhost:8080",
    service_name="my-ai-agent"
)

# Automatic tracing with decorators
@traceloop.trace_agent("my-agent")
def my_agent_function(user_input: str) -> str:
    # Your agent logic here
    response = call_llm(user_input)
    return response
                    

Why Choose Traceloop?

Built for AI developers who value privacy, performance, and control

🔍

Complete Trace Visibility

See every LLM call, tool use, and decision in your AI agents with beautiful visualizations.

🔒

Local-First Privacy

Your data never leaves your machine. Complete data sovereignty and compliance.

⚡

Zero Latency

No network calls for tracing. Everything runs locally with minimal overhead.

🔧

Framework Agnostic

Works with LangChain, CrewAI, raw OpenAI, Anthropic, and any AI framework.

📊

Real-time Dashboard

Beautiful web interface for trace visualization and performance analytics.

🚀

Production Ready

From local development to cloud deployment with enterprise-grade reliability.

Get Started in 2 Minutes

Everything runs locally on your machine

View Real-time Status

Start the Server

# Using Go
go install github.com/traceloop-ai/traceloop/cmd/traceloop@latest
traceloop server

# Or using Docker
docker run -p 8080:8080 ghcr.io/traceloop-ai/traceloop:latest

Install the Python SDK

pip install traceloop

Add Tracing to Your Code

import traceloop

traceloop.init(service_name="my-agent")

@traceloop.trace_agent("my-agent")
def my_agent():
    # Your AI agent code here
    pass

Traceloop Dashboard

my-agent ✓

0ms Agent started

150ms LLM call to GPT-4

2.1s Response received

2.2s Agent completed

Local-First Architecture

Everything runs on your machine - no external dependencies

🐍

Python SDK

📱

TypeScript SDK

🔧

Other SDKs

↓

🖥️

Traceloop Server (Local)

Trace API

Web UI

Local Storage

🔒 Data Sovereignty: All traces stored locally