Use one LLM to evaluate another: a shortcut for non-technical founders

alvelda · x · 2026-11-10

Replying to a discussion on how non-technical founders should review AI-generated code, andrewncarr suggests: if you're still searching for a technical co-founder or first employee, use one LLM to test, evaluate, and validate another.

A shortcut is to use a second model from the same provider to evaluate the first. You can also ask agents how to set this up following best practices, and in some cases bring in a technical friend or contractor to get started.

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