Your stack
Merlean for your stack
Merlean is framework-agnostic by design: it learns an application from its source, not from a fixed adapter. These pages cover what that looks like in each of the stacks we see most often.
There is no per-framework integration to install and no SDK to wire through your controllers. Merlean connects to your repository, analyses how the application actually works, and executes through the same HTTP interface your own frontend uses. The pages below describe the specifics - what Merlean reads, how authentication is handled, and what tends to need attention in each ecosystem.
Two things decide how cleanly an application analyses, and neither is the framework. The first is whether validation is declared or inlined: a form request, a serializer, a DTO or a schema states the contract precisely, while rules scattered through a controller have to be inferred. The second is whether the backend is connected at all. A frontend describes what the interface offers; only the backend describes what the system permits.
If your stack is not listed, that is not a limitation. Analysis works from source rather than from a per-framework adapter, so an unusual or in-house framework is a question about reading the code, not about whether an integration exists.
AI agent for Laravel applications
Add an AI execution layer to a Laravel app. Merlean reads your routes, form requests, policies and Eloquent models to drive it over HTTP.
AI agent for React applications
Add a natural language execution layer to a React app. Merlean analyses your routes, forms and API calls to act through the same endpoints your components already use.
AI agent for Next.js applications
Bring a natural language execution layer to Next.js. Merlean reads route handlers, server actions and App Router structure to execute outcomes.
AI agent for Django applications
Add an execution layer to a Django or Django REST Framework app. Merlean reads URL conf, serializers, forms and permission classes to act through your existing views.
AI agent for Ruby on Rails applications
Add a natural language execution layer to a Rails app. Merlean reads routes.rb, strong parameters, validations and Pundit or CanCan policies.
AI agent for Vue applications
Add a natural language execution layer to a Vue or Nuxt app. Merlean reads your router, composables, form schemas and API calls to execute through your real endpoints.
AI agent for Node.js APIs
Add an execution layer to an Express, Fastify or NestJS API. Merlean reads your routes, validation schemas and guards to run workflows through your endpoints.
AI agent for WordPress and WooCommerce sites
Add a natural language execution layer to WordPress. Merlean reads your REST routes, custom post types, capabilities and plugin endpoints.
See it against your own application
Merlean reads your repository and shows you what it understood before anything is exposed to a user.