Code Awareness Engine

Map what
already exists.

Most AI tools only work on new projects. The Code Awareness Engine imports any existing codebase — in 11 programming languages — and generates a full Echo Map of your current architecture. From there, you plan and execute improvements with full context.

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The problem with existing AI tools

Most AI coding tools are greenfield-first. They are great at generating something new from nothing. They are nearly useless on a four-year-old Node monolith with accumulated technical debt, undocumented internal contracts, and modules that were written by three different developers who no longer work at the company.

The CAE changes this. Import your existing codebase. Get an Echo Map of what actually exists — not a guess, a structured analysis. Then plan your next improvements against that real foundation.

11 supported languages

Framework-aware analysis, not just file scanning. The CAE understands how each framework structures routes, models, and services.

TypeScript / JavaScript
Next.js, Express, Fastify, NestJS, React, Vue, Svelte
Python
FastAPI, Django, Flask, SQLAlchemy
Go
Gin, Echo, Chi, GORM
Rust
Axum, Actix-web, Tokio
Java
Spring Boot, Micronaut, Quarkus
Kotlin
Ktor, Spring Boot
C#
ASP.NET Core, Entity Framework
Ruby
Rails, Sinatra
PHP
Laravel, Symfony
Elixir
Phoenix, Ecto
Scala
Akka HTTP, Play Framework

What gets extracted

The analysis goes beyond surface-level indexing. The CAE builds a semantic model of your codebase.

Exports and imports
Every exported function, class, type, and constant, with the full import graph.
API routes
Framework-aware route detection. Express app.get, FastAPI @router, Rails routes.rb — all parsed.
Environment variables
All process.env, os.environ, and config references extracted and catalogued.
Database references
ORM model definitions, raw query patterns, migration files, and schema declarations.
Test coverage
Test files identified, test-to-source mapping built, coverage gaps surfaced.
Broken internal contracts
Types used across modules that have diverged from their original definition.

Understand what you already have.

Import any codebase and get a full Echo Map in minutes.

Download Studio — Free