---
title: "AI Agents"
description: "AI reads your repo, generates variants that match your code, and summarizes results. You approve what ships."
canonical: https://landtest.dev/ai-agents
last-updated: 2026-10-30
---

# AI Agents

AI reads your repo, generates variants that match your code, and summarizes results. You approve what ships.

## How it works

Scan repo

Generate variants

Commit + deploy

Track results

Summarize

You approve

## Who does what

Task

You

Landtest

TaskRead your codebase

You—

LandtestYes

TaskGenerate variant code

YouReview

LandtestYes

TaskCommit to GitHub

YouApprove

LandtestYes

TaskHost visitor traffic

YouYes (your Vercel, Netlify, etc.)

LandtestNo

TaskApprove what goes live

YouYes

LandtestNo

TaskRead results

YouYes

LandtestSummarize

TaskShip winner

YouYes

LandtestNo

### Landtest does

- Scan your repo for framework, components, and design tokens
- Generate variants that use your real imports and styles
- Commit variant files to GitHub when you approve
- Track results and summarize in plain language

### Landtest does not

- Host your landing page or proxy visitor traffic
- Publish changes without your approval
- Replace your judgment on what to ship
- Inject generic HTML that ignores your codebase