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Cover image for How To Build Full-Stack AI Agents 🚀 (CrewAI + CopilotKit)

How To Build Full-Stack AI Agents 🚀 (CrewAI + CopilotKit)

Bonnie on March 27, 2025

TL;DR In this article, you will learn how to build a full-stack restaurant finder AI agent that combines human-in-the-loop capabilities ...
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srijanbaniyal profile image
Srijan Baniyal

The screenshots are really nice {The Gradient Background thing . also it's quite subtle}. From where Did you create this ???

And this is very good tutorial on CrewAI-AI Agents + CopilotKit . This is amazing 🚀

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the_greatbonnie profile image
Bonnie

Thanks for the feedback, Srijan.

For the screenshots I used xnapper.com/app

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srijanbaniyal profile image
Srijan Baniyal

You're Welcome. And now I'll give xnapper.com a try.

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the_greatbonnie profile image
Bonnie

Awesome.

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anmolbaranwal profile image
Anmol Baranwal

This combo will make a huge impact! 🔥

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the_greatbonnie profile image
Bonnie

Totally agree.

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lonnie_mcrorey_c3108dcff6 profile image
Lonnie McRorey

Oh look, another “build your own AI agent in 10 minutes” demo. Great if you’re a startup with zero baggage and a repo cleaner than a nun’s browser history.

But for big orgs? Please. You’ve got legacy code older than TikTok interns. You’re not building agents—you’re still trying to find who the hell has access to that Jenkins server from 2013.

Startups can play with CrewAI and CopilotKit like it’s Lego for devs. But drop that into a corporate monolith and it’s like strapping a jet engine to a tricycle. The thing’ll shake, scream, and crash straight into a compliance meeting.

You don’t need AI agents—you need an exorcism, a rewrite, and a team of therapists for your devs.

Cool tech though. Just don’t pretend it’s plug-and-play when your repo’s a museum exhibit.

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the_greatbonnie profile image
Bonnie

Haha, fair point! You’re absolutely right—startups get to skip around in a sandbox while big orgs are still digging through the archaeological ruins of their codebase.

For the corporate monoliths, yeah, it’s less “build an AI agent in 10 minutes” and more “schedule a 6-month committee to discuss if we can think about AI agents.”

Still, I think the cool part isn’t the plug-and-play fantasy—it’s the nudge to start somewhere. Even if it’s just a tiny agent to auto-generate meeting excuses while the exorcism’s in progress.

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lonnie_mcrorey_c3108dcff6 profile image
Lonnie McRorey

At least they can keep that massive technical debt and the repositories buildup in check.

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the_greatbonnie profile image
Bonnie

💯

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nathan_tarbert profile image
Nathan Tarbert

I've been excited to see the first CrewAI-AI Agent + CopilotKit tutorial.
This is fantastic 🚀

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the_greatbonnie profile image
Bonnie

I am happy to hear that, Nathan.

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Harshit Rawat

I'm gonna try this for sure !!

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Bonnie

Let me know how you find it, Harshit.

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Morgan

Very impressive article!

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the_greatbonnie profile image
Bonnie

Thanks for your feedback, Morgan.

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trent0123 profile image
Trent

This is pretty great!

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the_greatbonnie profile image
Bonnie

I am happy to hear that, Trent.

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zicctor profile image
Zicctor

Thanks so much for the tutorial, that’s another project for my CV!

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the_greatbonnie profile image
Bonnie

I am happy to hear that, Zicctor.

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williamhenry21 profile image
williamhenry21

Love the tutorial!

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the_greatbonnie profile image
Bonnie

I am happy hear that, William.

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samcurran12 profile image
Sammy Scolling

Love this!

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the_greatbonnie profile image
Bonnie

I am happy to hear that, Sammy.

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ferguson0121 profile image
Ferguson

Looking forward to trying this out!

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the_greatbonnie profile image
Bonnie

Feel free to let me know how you find it out, Ferguson.

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Mathew

Nice, I was hoping y'all were going to support crew

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the_greatbonnie profile image
Bonnie

CrewAI is now supported on CopilotKit.

Feel free to give it a try.

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james0123 profile image
James

Awesome!

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Bonnie

Thanks, James.

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sahil_clash profile image
Sahil Patil

Why does the ss become so blurred ...dev.to should improve it
By the nice post

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the_greatbonnie profile image
Bonnie

I will see how to improve the SS next time, Sahil.

Thanks for the feedback.