AI can generate a React component in seconds. The hard part is changing a real React or Next.js codebase safely: knowing what is dead, where logic is duplicated, which boundaries a refactor crosses, and how a change affects the component graph or design system.
Coding agents infer this from a prompt and a few open files. That works for local changes, but it misses the repo-wide context that makes larger changes risky. In this talk, Bart shows how agentic engineering changes when Fallow gives the agent deterministic facts about dead code and duplication, architecture boundaries, React hotspots, and design-token drift. The productivity gain comes from giving developers and agents the same map of the system before they edit and a reliable way to verify the result.
This talk has been presented at React Advanced 2026, check out the latest edition of this React Conference.


















