Autonomous real-world engineering for cybersecurity.

Ground-truth program analysis, self-healing cyber range infrastructure, and deterministic evaluation oracles.

01 / Analysis Infrastructure

Chama

Universal AST and interprocedural control-flow graph extraction across C/C++, Rust, Go, Java, and TypeScript.

Universal AST Interprocedural CFG Tree-sitter Normalizer C / Rust / Go / Java / TS

02 / Range Infrastructure

Autonomous cyber range synthesis and self-healing container deployment across 140+ real-world Web targets.

140+ Web Targets Crafterfile Specification Dual-Model Self-Healing Physical State Oracles

03 / Empirical Ground Truth

Verifiable vulnerability ground-truth benchmarks adhering to SOP v3.1 and observable physical execution oracles.

VulAuditBench SOP v3.1 Matrix 10,074 Verified Records 12 Ecosystems

04 / Active Defense

Frontier active software defense synthesizing semantics-preserving adversarial perturbations to disrupt autonomous offensive agents.

Agent Disruption Semantics Preserving Zero Human Distortion Active Defense

Direct access to core open-source repositories and standardized empirical evaluation suites.

Multi-language Universal AST and interprocedural control-flow graph extraction engine.

SOP v3.1 Ground-truth datasets and observable execution oracles for software security.