Hybrid Modular Coordinated Experts

An architectural paradigm for scalable multi-agent systems. 7-role agent taxonomy, 93% token reduction from 5 agents onward, 96.7% expert selection accuracy.

Atomic Procedural Memory Units for Cognitive Agents

A formal 11-field schema for behavioral policies. At 100 rules, 97% fewer tokens than a monolithic prompt. Built for large-scale agent orchestrations.

SLO-Driven Runtime Governance for Autonomous Agents

An SLO-Driven Runtime Governance Cycle for Autonomous Agent Task Completion. Keeps agent behavior within defined service-level objectives at runtime.

Co-founder & CTO

Building the next layer of AI-native products. Currently in stealth.

Founding Team & CTO

AI-powered conversational infrastructure for sales and support teams.

Founding Team & Head of Engineering

AI tooling for engineering teams. Led architecture and shipped the core product.