AAPP-MART (AI‑Powered Autonomous Attack Path Prediction & Multi‑Agent Red Team Simulation Engine) is a security engine for offensive security, adversary emulation, security validation, threat modeling, risk assessment, and MITRE ATT&CK aligned.

Secure command sandbox with ACL-based filtering preventing AI agents executing destructive operations like file deletions during panic states.

Proof records linking detection, validation, and evidence-backed claims.

A modular CLI platform for running Python micro-tools from a shared tools directory.

Multi-agent terminal automation system with command planning, security validation, and real-time monitoring - A Model Context Provider (MCP) server for intelligent terminal management

Pre-engagement safety validator for MCPwn deployments

Validate. Verify. Defend. A Microsoft Defender validation framework with guided testing experiences and analyst-focused reporting.

Generate realistic security test payloads and scenarios for penetration testing

Validate and enforce zero trust architecture principles

Enterprise security control validation framework with MITRE mapping, detection hypothesis modeling, and continuous assurance design.

Governed open-source automated security validation — web, API & infra. Safe by default, deterministic, AI-optional.