Research Directions

Advancing the foundations, orchestration protocols, and security standards for autonomous agentic systems.

Secure Sandbox Architectures

Developing formal isolation guarantees for local python code execution triggered by autonomous tool-calling loops.

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Inter-Agent Communication (IAC)

Defining lightweight, JSON-LD serialized schemas for high-speed agent negotiation, capability registration, and delegation.

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Stateful RAG Synchronization

Exploring real-time vector database synchronization and memory injection during dynamic multi-step agent actions.

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