AgRefactor: self-evolving agentic workflow for HLS

AgRefactor is an LLM-based multi-agent system that refactors software into compatible HLS code, optimizing performance and resources with memory

miércoles, 1 de julio de 2026 • 1 min read • Q2BSTUDIO Team

AgRefactor: intelligent refactoring for high-level synthesis

In the field of hardware design, high-level synthesis (HLS) has accelerated the journey from concepts to chips, but converting real software code into synthesizable HLS programs remains a significant challenge. Traditional tools and language model-based approaches often lack flexibility or become costly to scale. This is where solutions like AgRefactor, a multi-agent workflow with self-evolving memory, mark a turning point. This system combines the power of artificial intelligence agents with automated refactoring tools to achieve unprecedented efficiency, outperforming existing alternatives in nine out of eleven complex benchmarks.

For companies looking to integrate artificial intelligence capabilities into their development processes, having a technology partner like Q2BSTUDIO is key. We offer AI solutions for businesses that enable the implementation of customized agentic workflows, tailored to specific needs such as code refactoring or hardware design optimization. Additionally, our team develops custom applications that integrate cutting-edge components, from AWS and Azure cloud services to robust cybersecurity systems.

AgRefactor's ability to learn and adapt to new programs without manual intervention represents a significant advancement in automating verification and synthesis processes. At Q2BSTUDIO, we understand that business intelligence, combined with tools like Power BI and AI agents, can transform how companies approach complex hardware and software projects. Our business intelligence and AI agent services are designed to scale with your organization's growth, ensuring that technology evolves at the pace of your needs. Just as AgRefactor optimizes performance with efficient resource usage, we help companies implement custom software that maximizes return on investment in heterogeneous cloud environments.

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