Public repository workspace

Code understanding
for real repository decisions.

CodebaseAtlas turns repository sprawl into a usable workspace. Scout candidates, explain architecture, map APIs, and review engineering risk without pretending the LLM did the hard deterministic work.

Start With Atlas

Paste one public GitHub repository and open the core analysis flow.

Deterministic coreLLM explanation layerHow it works →

Try: https://github.com/vercel/next.js

Public repos only. Architecture summary usually returns in under 2 minutes.

Sample repositories

Primary flow

Scout -> Atlas -> Map -> Review

Input

Public GitHub repositories only

Workspace Preview

Search-first, then move into concrete analysis.

codebaseatlas workspace
> Understand `vercel/next.js` and show the API surface

What this workspace answers well

Where is the real app entrypoint?

What framework and runtime am I looking at?

How are routes grouped and exposed?

Is this repo safe enough to build on?

One Workspace, Four Jobs

Keep the current product surface. Present it like a platform.

Read the pipeline

Working Flow

A strong product flow is a clear sequence, not a long roadmap.

01

Pick the right repository

Use RepoScout when you need candidates, or jump straight into Atlas if you already have a repository in mind.

02

Build orientation quickly

Atlas collects manifests, tree structure, and high-signal files first, then turns those facts into a readable system view.

03

Drill into APIs and risk

Map and Review cover the two most common next questions: what surface area exists and whether the repo looks production-ready.

Ready To Run

Open the workspace with the repo you actually care about.

Atlas is still the best first step when you already know the repository. Scout is there when you need to discover candidates first.