Make Any Product with Genius AI
Imagine It. Design It. Develop It. Validate It.
- Validation Reports
- Engineering Files
- System Diagrams
Import GitHub Project
Replace github.com in any repository link, and read the project as a diagram.
Folders, branches, files, and line anchors carry over: /tree/main/examples, /blob/main/src/main.cpp#L12. The first view opens without an AI key.
Start with a real project
Browse all examplesReverse Engineer Any Product — REP
From application behavior down to native binaries.
Import an accessible GitHub project and read it as a source-grounded engineering specification: architecture, algorithms, dependencies, and the critical review you need to redesign and build your own improved solution. Every claim is tied to the source it came from.
REP opens the same unified Workspace used across Git Architecture Diagram. The first analysis needs no AI key; Genius and Deep Genius use the provider key you set in API settings.
Available now
- Source-grounded architecture, System Map, and component graph
- Algorithms and control flow explained from the actual source, with file and line evidence
- Dependency findings and a source-backed critical review (strengths, weaknesses, risks)
- Redesign and generate a new engineering project in the Workspace, with honest provenance
Planned — not available yet
- Native binary inspection and disassembly (ELF, PE, Mach-O, WebAssembly)
- Decompiled pseudocode, call graphs, and uploaded-artifact analysis
These need sandboxed, isolated tooling and owner approval for authorized artifacts only. Until that backend exists, these actions are shown as unavailable and no disassembly results are produced.
Analyze only repositories and artifacts you are authorized to use. REP respects licenses, attribution, and access controls; a public repository is not automatically an open-source-licensed one.
Browse examples
Saved snapshots of real public repositories. Opening one runs a fresh analysis at the saved commit, so what you see is live, not a stored picture.
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The whole system, in one picture
Make Any Product with Genius AI · Primary path
Start from an Idea
Describe what you want to build. Genius AI asks what it needs to know, then proposes requirements, an architecture, diagrams, engineering files, and a validation report. The project opens here, in the same workspace as a repository.
Checking the Genius Engineering Engine…
A few questions before the design
Answer what you know. Anything left blank becomes a recorded assumption, using the default shown.
Requirements so far
.gad-project.json file you exported earlier opens here, with its validation report.Edits change this preview and diagram exports only. Edited nodes lose their source links, because a hand-edited node has no verified file. The .genius package keeps the original analysis.