ArcThink

Jun 23, 2026 · Frontend Development

Why AI‑Generated Frontends Need More Than Screenshots: A Playwright Acceptance Checklist

The article warns that relying solely on visual screenshots for AI‑generated frontends is risky, and proposes a comprehensive acceptance checklist using Playwright MCP, Playwright Test, and prompt templates to verify interactions, mobile breakpoints, error states, permissions, and to capture evidence such as screenshots, traces, and reports.