Adversarial multi-agent verification, powered by LangGraph

AI Debate Verifier

Don't trust one model's opinion of your code. A Defender and a Challenger debate every security claim, an impartial Judge scores the arguments, and a Fixer repairs what the challenger proves broken.

Static analysis grounded — every debate starts from real Bandit & Semgrep findings

LangGraph Pipeline

Static Analysis

Bandit + Semgrep

Claim Generation

LLM distills claims

Adversarial Debate

Defender vs Challenger

Judge

Scores both sides

Fixer

Repairs proven flaws

Put your code on trial

Paste, upload, or pick an example — then start the debate.

Quick examples:

Python code

0 / 20,000 chars

Claim to verify (optional)

Debate rounds:

Press Ctrl + Enter to run from anywhere

Built with

Next.js 16

React frontend, App Router

React 19

UI runtime

Tailwind CSS v4

Styling system

Framer Motion

Animations

FastAPI

Python backend + SSE streaming

LangGraph

Multi-agent pipeline orchestration

Groq · gpt-oss-120b

LLM inference for all 5 agents

Bandit

Python security linter

Semgrep

Pattern-based static analysis

Pydantic v2

Typed state & validation