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Re:Show HN: Yes-Brainer – A council of LLMs that debate in t... by trekhleb on Monday July 13, 2026 @11:25AM (#48894158)
The app is open-sourced here https://github.com/trekhleb/yesbrainer - feel free to check the sources
Re:Show HN: Yes-Brainer – A council of LLMs that debate in t... by oleg_kabanov on Monday July 13, 2026 @11:36AM (#48894333)
Good project. It would be great to have a summary of what is different from Karpathy project (karpathy/llm-council).
Re:Show HN: Yes-Brainer – A council of LLMs that debate in t... by trekhleb on Monday July 13, 2026 @12:26PM (#48895016)
Thank you.

The comparison and the reference to the karpathy/llm-council is available on GitHub https://github.com/trekhleb/yesbrainer

In short, Karpathy's llm-council is one fixed answer→rank→synthesize pass behind a local server you have to run, while Yes-Brainer is a zero-setup browser app with three deliberation structures — including a real multi-round debate (consensus mode)