# Thinking about AI-powered dev?

See how it works in the real world safely, at scale, and in your stack.

## Why choose AutonomyAI over Lovable?

Designed for dev teams building real-world products, not MVPs or short-lived weekend projects.

| Feature |  |  |
| --- | --- | --- |
| **Core Functionality** |  |  |
| Code Generation<br> Both tools can generate UI code from natural language prompts. AutonomyAI continues from there into deeper codebase integration. |  |  |
| Code Update<br> AutonomyAI can modify real files in your repo while preserving structure and project standards. |  | Lovable does not support editing existing files in the codebase. |
| Visual Output & Mocked Data<br> Both platforms support visual previews and mock states. AutonomyAI emphasizes realistic multi-state simulation. |  |  |

## Why choose AutonomyAI over V0?

| Feature |  |  |
| --- | --- | --- |
| **Core Functionality** |  |  |
| Code Generation<br> Both tools generate UI from natural language prompts. AutonomyAI builds into production-grade systems. |  |  |
| Code Update<br> AutonomyAI works based off your actual codebase, delivering usable results not just the sandbox demos. |  | V0 generates new code in isolation; it doesn't update existing files in real codebases. |
| Visual Output & Mocked Data<br> Both platforms offer visual previews. AutonomyAI adds data-state simulation and logic-aware mocking. |  |  |

## Why choose AutonomyAI over Replit?

| Feature |  |  |
| --- | --- | --- |
| **Core Functionality** |  |  |
| Code Generation<br> Both platforms allow natural language to code workflows. AutonomyAI is tailored to UI components; Replit focuses on general-purpose coding via Ghostwriter and Agent. |  |  |
| Code Update<br> AutonomyAI updates real files in your repo. Replit Agent can modify code but lacks structured, config-aware updates. |  |  |

## Don't take our word for it. Take Theirs.

Gilad Shany - investor and Managing Partner at ION Crossover

Using AutonomyAI helped me focus on the main things in my workflow and accelerate the front-end development.

Daniel Aziz - Full Stack Engineer, Novella

AutonomyAI is creating a real impact when it comes to managing your R&D. The focus on delivering production-grade results is helping companies move faster and more efficiently.

Vikram Makhija - Sr. Director R&D Google Cloud Security

AutonomyAI helped us move faster as a business and increase our production velocity in a very competitive market.

Eran Baron - CEO and Co-Founder at Deeto

## Ready to learn more?

### AutonomyAI Demo

30 min