How much is Autonomous LLM-in-the-Loop Web Fuzzer Core?

Autonomous LLM-in-the-Loop Web Fuzzer Core is listed for sale at $50,000 USD.

Autonomous LLM-in-the-Loop Web Fuzzer Core - Sell Project

Listed September 26, 2026

About Autonomous LLM-in-the-Loop Web Fuzzer Core

Autonomous LLM webfuzzer engine with zero-false-positive deterministic verifier.

Selling the complete v1.4.8 source codebase, full intellectual property, and copyright for a highly mature, production-ready Python web vulnerability fuzzer core.Engineered to solve the core hurdle of AI hallucination in offensive security, it enforces a strict 'model proposes, scanner proves' constraint using an adversarial ExploitCritic loop. Includes 180+ integration test suites, Playwright SPA/XHR capture, automated WAF evasion mutation logic, and standardized enterprise exports (SARIF/JUnit/JSON). Highly optimized for near-zero infrastructure overhead.Note: This is a pure code asset/IP transaction priced for a fast exit at a flat $50k USD. Perfect bolt-on engine for an existing DAST, AppSec, or DevSecOps platform looking to fast-track an AI scanning feature by 12 months. Live technical architecture documentation and validation schemas can be reviewed at the project URL. The underlying source code is hosted on an isolated private repository and will be shared strictly with verified corporate buyers under a signed NDA.

Project details

Website: https://github.com/iPwntUNetwork/LLM-in-the-Loop-Fuzzer-info

Video 1: https://youtube.com/shorts/Eq3lo2py8bQ?si=uZAbNOqpp-GsOQrt

Next step: An established AppSec or DAST vendor can instantly take this project further through the following high-value channels: 1. Productization as a Premium Feature: Integration directly into an existing vulnerability scanner or CI/CD testing pipeline as a high-margin, zero-false-positive 'AI-Driven Autonomous Testing Tier'.2. Custom Corporate Consulting: Utilizing the core engine to provide boutique automated penetration testing services, running hands-off sweeps with extreme accuracy.3. Multi-Protocol Expansion: Leveraging the core Asyncio and Playwright orchestration layers to expand the scanner's heuristic policies from web apps into native API fuzzing (REST/GraphQL) or mobile application traffic backends.

For sale

Asking price: $50,000 USD

What's included

Domain name, Twitter account

100% Transfer of Copyright, global Intellectual Property, and ownership rights. Complete Python 3.11+ source codebase (v1.4.8) via clean private GitHub repository transfer. Over 180+ functional integration and regression test suites. Complete integration documentation, API routing stubs, and CI/CD export configurations (SARIF/JUnit/JSON). Up to 30 days (or 20 hours) of technical handoff and architecture advisory support to ensure your engineering team integrates the core engine seamlessly.

Reason for selling

I am no longer interested in working on this project and hope someone else finds it more interesting than I do.

Project metrics

Average Monthly Revenue: Pre-revenue