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LabVoxara: Argue better. Lose gracefully

Three independent model calls - a streaming opponent, a structured fallacy analyzer, and an impartial judge - keep each concern single-purpose and trustworthy.

Free software1 sections · 2 min readBy Dezső Mező.mdFree softwareVoxara

Voxara is a debate practice app where you argue against an LLM and get scored afterwards. Instead of one overloaded prompt, it uses three independent model calls - a streaming opponent, a structured fallacy analyzer, and an impartial judge - so each concern stays single-purpose and easier to trust. It is a from-scratch, dependency-light build you can download and run locally.

01About the app

Thoughtful LLM integration, not a thin wrapper

What to take away

  • Three independent model calls - a streaming opponent, a structured fallacy analyzer, and an impartial judge - keep each concern single-purpose and trustworthy.
  • Download: Voxara (ZIP)
We build this for clientsFull-stack

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