# BugBounty Hunter > Every bug has a story. Every claim needs proof. BugBounty Hunter is an open-source AI developer tooling platform that turns vague bug reports into reproducible pytest tests, isolated container execution evidence, and portable Proof Packs. ## Key Capabilities - **The Reproduction Ladder:** Bounded escalation from inexpensive invariant/baseline checks to AST synthesis and container execution. - **Honest Verdicts:** Three principal verdicts: `REPRODUCED`, `NOT_REPRODUCED`, and `INCONCLUSIVE`. A broken setup is never reported as bug absence. - **Disposable Sandboxing:** Tests run in disposable containers or strictly confined subprocesses with networking disabled (`--network none`) and credentials purged. - **Proof Pack Bundles:** Standalone, verifiable bundles with source references, commands, generated test files, execution traces, and replay instructions. - **Local Open-Weight AI:** Native support for Ollama (e.g. Qwen 2.5 Coder, DeepSeek Coder) plus zero-dependency deterministic rule engines for offline/CI use. ## Public Architecture & Endpoints - Web App: Next.js App Router (Tailwind CSS, Three.js, Lucide) - API Service: FastAPI (Python 3.11+) - OpenAPI Specification: `/docs` and `/openapi.json` - Health Probes: `/api/v1/health` and `/api/v1/readiness` - Investigations API: `/api/v1/investigations` - Real-time Events: `/api/v1/investigations/{id}/events` (SSE) - Proof Pack Export: `/api/v1/investigations/{id}/report?format=markdown` or `?format=json` ## Important Boundaries & Ethics BugBounty Hunter is a **software bug reproduction tool**, not a security vulnerability scanner or exploit scraping platform. It operates strictly on repositories and code authorized by the operator.