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Adrian Krebs scored 1,590 Show HN landing pages against 16 AI design patterns. 22% were heavy slop, 32% mild, 46% clean. Here is the pattern list, the method, and why it matters even when you are the one shipping.
Vibe coding works when you pair natural-language building with repo context, tests, diff review, security checks, and rollback. Here is the practical workflow for Claude Code, Cursor, Codex, v0, Lovable, and Bolt.
Zoer compresses what used to take weeks into minutes. It is a text-to-app platform that handles everything from database schema to deployment in a single interface.
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