Show HN: Anti-Slop UI – A deterministic state-machine to stop AI hallucinations

A developer released Anti-Slop UI, a deterministic 50-layer state-machine architecture designed to force large language models to generate premium, expert-level interfaces with zero hallucination. The framework prevents context degradation by routing LLMs through a 5-step state machine and is ready for instant deployment in Cursor, Claude, or Antigravity.

A deterministic, 50-layer state-machine architecture that forces LLMs to generate premium, expert-level interfaces. Zero hallucination. Zero slop. Prevents context degradation by forcing the LLM through a 5-step state machine. Absolutely no 8px rounded corners unless explicitly demanded by the Design School. Ready to drop into Cursor, Claude, or Antigravity for instant deployment. If this framework saves you hours of UI prompting, consider donating via USDT TON Network : UQBEJwLa4EGPRmUKw4O1i9d JjJGmjkJ2myqR5lborzgceT-