IEEE Research: Workflow Fidelity in Multi-Agent Systems
Publish foundational work on measuring and ensuring trustworthiness in autonomous agent workflows.
The Big Picture
What I Built
Peer-reviewed scientific paper introducing Agentic Success Rate (ASR) metrics, deterministic .conca policy checking, and DAG-memory verification frameworks for evaluating multi-agent orchestration systems.
What Makes It Cool
- ✦Published on IEEE XPlore
- ✦Invited virtually to IECON 2026 in Doha
- ✦Formalized ASR (Agentic Success Rate) benchmark
- ✦Theoretical foundation for multi-agent compliance
Real-World Impact
Why This Matters
Existing agent benchmarks measure final output only. They ignore process integrity, safety checkpoints, and whether agents actually followed their instructions (workflow fidelity).
Role & Contributors
Behind The Scenes
How It Works
Formalizes mathematical bounds for agent task fidelity and failure modes. Establishes verification criteria to prevent agent drift and ensure auditable behavior in production environments.
Stack & Technologies
The Toolkit
The tools, frameworks, and engines picked specifically for this project:
Want to talk about this project or collaborate?
I'm always open to discussing new software ideas, apps, and opportunities.