Huang Ning
Head of Product R&D at SiliconHeart Technology (aiXcoder)
Huang Ning is currently the Head of Product R&D at SiliconHeart Technology (aiXcoder), leading the end-to-end design and development of the aiXcoder intelligent software development system. He graduated from the School of Mathematical Sciences at Peking University and previously led the compiler development of the data-driven programming language “ByLang.” Since then, he has been deeply engaged in the field of “AI + Software Development,” leading teams to develop a variety of general-purpose software engineering agents, including intelligent programming and intelligent testing. He is dedicated to exploring the future of programming languages, program design, and software engineering in the AI era.
Topic
Beyond “Vibe Coding”: Building a Human-Centered and Controllable AI Development Process
The casual nature of “Vibe Coding” often falls short of the rigor required in enterprise-grade software development. This talk presents a pragmatic engineering approach centered on positioning developers as the ultimate accountable entities in the project lifecycle. Through concrete case studies, it will demonstrate how to build precise context, prompts, and project knowledge graphs to enhance quality and efficiency. The session will further showcase how **custom agents**, **workflow orchestration**, and **domain-specific tooling systems** can be integrated to form a controllable AI-driven development process that combines capability extension with behavioral supervision. This systematic approach effectively mitigates large-model hallucinations, ensuring software delivery that is controllable, predictable, and efficiently executed.
