Don't Read Repositories Blind.
Inspect 3D Knowledge Topology & AI Audits.

Clone any public GitHub repo. 10 specialized AI agents extract AST symbol graphs, audit security CVEs, profile performance bottlenecks, and build an interactive 3D WebGL knowledge topology.

VIEWPORT::3D_KNOWLEDGE_TOPOLOGY|350 files parsed • 1,200 symbols mapped

Interactive WebGL Canvas

First request may take up to a minute while the backend wakes up

Try sample repos:

Initializing 3D WebGL Knowledge Topology Canvas...

Symbol Parser15+ Languages

Security TriageOWASP Top 10

ProfilerEvent-Loop & IO

DAG EngineLangGraph 10-Agent

Autonomous AI Engineering Team (10 Agents)

Categorized by output domain and severity language. Select an agent to inspect execution tools.

[SYS::ARCH_TOPOLOGY]

Planner Agent

Orchestration & Scope Decomposition

LangGraph DAG Pipeline Node

Parses repository scope, maps module imports, and schedules 10 parallel/sequential agent execution tasks across LangGraph DAG.

Engine Toolkit:⚡ LangGraph DAG⚡ Scope Analyzer⚡ Task Planner

Symbol Graph Extraction

Multi-language regex symbol parser scanning 15+ languages without heavy external AST binaries, building NetworkX dependency trees.

Self-Correction Quality Gate

Reviewer Agent loop (Review → Feedback → Validate → Approve) filtering out low-confidence AI claims before report generation.

Explainability & Source Line Evidence