How do you define an artificial intelligence harness compared to a basic wrapper?

Jon Noronha
Replied byJon Noronha

Co-Founder & Chief Product Officer at Gamma

Niche: AI
Revenue: $8.3M/mo
Location: San Francisco, California, USA
Started: 2020

A wrapper simply passes a raw prompt to an API and displays whatever text returns. A harness orchestrates dozens of specialized models in parallel. It handles layout geometry, typography, and styling constraints while running continuous validation loops to prevent hallucinations. The harness provides the operational guardrails that transform unpredictable intelligence into a reliable product.

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