I’m Xiaoqing, a full-stack developer with 25 years of software engineering experience.
I work with founders, agencies, and no-code teams when an AI-built, no-code, or partially built MVP becomes unstable and the next step is unclear.
My role is not to add more code first. My role is to identify the failure layer, reduce decision risk, and define the safest next move.
The review is intentionally bounded. It is not unlimited debugging, a guaranteed rescue, or a replacement for your agency relationship. It is a calm technical judgment before more time, budget, or AI-generated changes are committed.