Nuclx researches and builds domain-specific agent systems. We connect models, tools, and workflows so intelligence can move beyond answering questions and start completing work.
How can agents work more reliably?
01
We design agent systems around defined business problems and professional workflows—from problem framing and tool integration to orchestration, evaluation, deployment, and iteration.
02
We study how agents collaborate, use memory and tools, and are evaluated—turning open questions into prototypes that can be run, observed, and tested.
Agent Graph represents agents, tools, memory, tasks, and evaluators as a composable computational graph. Nuclx is studying whether these nodes and connections can improve through feedback and discover more effective forms of collaboration.
Can evolvable agent graphs find effective paths through complex systems faster—and offer a testable engineering route toward AGI?
Hold defined capabilities, tools, and responsibilities.
Direct the flow of information, tasks, and feedback.
Preserve the process for evaluation and iteration.
Nuclx Tech is a technology company based in Zhongshan, Guangdong, China. We build domain-specific agents and research agent systems.
We believe progress toward AGI requires more than stronger models. It also requires reliable systems that can understand goals, use tools, collaborate, and be evaluated in real tasks.
One contact address is enough. For a concrete collaboration, use the project inquiry page.