---
title: Neatlogs Integration
description: Understand, debug, and share your CrewAI agent runs
icon: magnifying-glass-chart
mode: "wide"
---
# Introduction
Neatlogs helps you **see what your agent did**, **why**, and **share it**.
It captures every step: thoughts, tool calls, responses, evaluations. No raw logs. Just clear, structured traces. Great for debugging and collaboration.
## Why use Neatlogs?
CrewAI agents use multiple tools and reasoning steps. When something goes wrong, you need context — not just errors.
Neatlogs lets you:
- Follow the full decision path
- Add feedback directly on steps
- Chat with the trace using AI assistant
- Share runs publicly for feedback
- Turn insights into tasks
All in one place.
Manage your traces effortlessly
The best UX to view a CrewAI trace. Post comments anywhere you want. Use AI to debug.
## Core Features
- **Trace Viewer**: Track thoughts, tools, and decisions in sequence
- **Inline Comments**: Tag teammates on any trace step
- **Feedback & Evaluation**: Mark outputs as correct or incorrect
- **Error Highlighting**: Automatic flagging of API/tool failures
- **Task Conversion**: Convert comments into assigned tasks
- **Ask the Trace (AI)**: Chat with your trace using Neatlogs AI bot
- **Public Sharing**: Publish trace links to your community
## Quick Setup with CrewAI
<Steps>
<Step title="Sign Up & Get API Key">
Visit [neatlogs.com](https://neatlogs.com/?utm_source=crewAI-docs), create a project, copy the API key.
</Step>
<Step title="Install SDK">
```bash
pip install neatlogs
```
(Latest version 0.8.0, Python 3.8+; MIT license)
</Step>
<Step title="Initialize Neatlogs">
Before starting Crew agents, add:
```python
import neatlogs
neatlogs.init("YOUR_PROJECT_API_KEY")
```
Agents run as usual. Neatlogs captures everything automatically.
</Step>
</Steps>
## Under the Hood
According to GitHub, Neatlogs:
- Captures thoughts, tool calls, responses, errors, and token stats
- Supports AI-powered task generation and robust evaluation workflows
All with just two lines of code.
## Watch It Work
### 🔍 Full Demo (4 min)
<iframe
width="100%"
height="315"
src="https://www.youtube.com/embed/8KDme9T2I7Q?si=b8oHteaBwFNs_Duk"
title="YouTube video player"
frameBorder="0"
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
allowFullScreen
></iframe>
### ⚙️ CrewAI Integration (30 s)
<iframe
className="w-full aspect-video rounded-xl"
src="https://www.loom.com/embed/9c78b552af43452bb3e4783cb8d91230?sid=e9d7d370-a91a-49b0-809e-2f375d9e801d"
title="Loom video player"
frameBorder="0"
allowFullScreen
></iframe>
## Links & Support
- 📘 [Neatlogs Docs](https://docs.neatlogs.com/)
- 🔐 [Dashboard & API Key](https://app.neatlogs.com/)
- 🐦 [Follow on Twitter](https://twitter.com/neatlogs)
- 📧 Contact: hello@neatlogs.com
- 🛠 [GitHub SDK](https://github.com/NeatLogs/neatlogs)
## TL;DR
With just:
```bash
pip install neatlogs
import neatlogs
neatlogs.init("YOUR_API_KEY")
You can now capture, understand, share, and act on your CrewAI agent runs in seconds.
No setup overhead. Full trace transparency. Full team collaboration.
```
