Your AI built the project. Now understand it.

See how the interface, server, and database connect. Manage-A is a local dashboard for project structure, AI usage, and service health.

Get started on GitHub Explore the service map

You click a button. What happens next?

Select a component to understand its role and evidence.

My first web appExample project · No real accounts or production data

Interface

What people see and interact with

Buttons, inputs, and results. When someone saves a note, the interface sends a request to the server.

Example evidencesrc/app/page.tsx

The local app shows discovered files and evidence, and distinguishes inferred connections.

Interface → Server → Database illustrates a request. Deployment is the hosting environment. No live traffic is shown.

Understand enough to ask better questions.

What connects to what?

Inspect interfaces, APIs, storage, and the files behind them.

Which account owns it?

Organize GitHub, Vercel, Supabase, and Cloudflare connections by project.

How much is left?

Separate AI subscription limits from API costs. Availability varies by provider and plan.

Is it working?

Check local and production services separately. Connect GA4 and Search Console reports.

Your projects stay on your computer.

This public page contains examples only. The dashboard binds to 127.0.0.1 by default. It does not upload your source code to this page. External statistics use provider APIs you explicitly connect.

From installation to your first map

Install Node.js 24, clone the repository, and set your project folder in .env. No npm dependency installation or build step is required.

git clone https://github.com/JakeLim17/Manage-A.git
cd Manage-A
cp .env.example .env
# Set PROJECT_ROOT in .env to your project folder
npm start

English setup guide

Getting started with project visualization

What is Manage-A?

A local project visualization dashboard for understanding how the interface, server, database, and deployment of an AI-built app fit together. Explore component roles and source-file evidence in its service map.

Do I need to publish my code or accounts?

No. The dashboard runs on your computer at 127.0.0.1 by default. This public introduction contains a fixed example only. External account and analytics connections require separate setup and permissions.

Is Claude, Codex, and Cursor usage connected automatically?

Support varies by provider, account, and plan. Subscription limits and API costs are separate; Cursor may require CSV or manual entry. See the English setup guide for installation and connection details.

Know the boundaries

Source analysis is not live request tracing. Automatic AI limit reporting varies by provider and account; Cursor may require CSV or manual entry. Discovering a project does not authenticate its services. Switch between English and Korean in the app, including service maps, settings, and the user guide. Your project entries and original provider diagnostics are preserved.