AAPP-MART (AI‑Powered Autonomous Attack Path Prediction & Multi‑Agent Red Team Simulation Engine) is a security engine for offensive security, red team, adversary emulation, threat modeling, risk scoring, 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.

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

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

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.

Validate and enforce zero trust architecture principles

Generate realistic security test payloads and scenarios for penetration testing

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

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