After QA and frontend were cut, how do backend engineers verify AI-written frontend?

Most-Screen7458 · reddit · 2026-09-29

A backend engineer with 6 years of experience asks how to verify AI-generated frontend code after his company removed dedicated QA and frontend roles. He can run builds, type checks, linting and tests, but can't confidently judge component structure, state management, accessibility or maintainability—and model-reviewing-model feels circular when implementation and tests share the same assumptions. He asks what verification gates (Storybook, visual regression, a11y checks, exploratory testing) and review ownership a responsible operating model should have when management cuts specialists but the accountability remains.

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