Research → Programmes → P02
P02 active

Agentic & Agentless Systems

Investigating autonomous and non-autonomous approaches to intelligent task execution, comparing agent architectures, agentless alternatives, and hybrid strategies.

Research Areas

  • · Agent architectures
  • · Agentless intelligence
  • · Multi-agent coordination
  • · Planning and orchestration
  • · Tool use and execution systems

Research Questions

  1. 01 When do deterministic workflows outperform autonomous agents?
  2. 02 What are the reliability trade-offs between agentic and agentless systems?
  3. 03 Can hybrid architectures achieve both reliability and flexibility?

Research Projects

YR-001
Beyond Agentic AI
Investigating Agentless and Hybrid Intelligence Architectures
active YR-002
Lightweight AI Runtime
Researching Modular Execution Architectures for Intelligent Systems
active

Publications

Publications from this programme will appear here as research projects progress through the YARA review and publication lifecycle.