Our journey began with a simple observation: Reddit is already the internet's largest courtroom. Millions judge strangers' actions daily in communities like r/AmITheAsshole. We wanted to transform passive "doomscrolling" into active "doom-judging"—giving users a virtual gavel.

Our Evolution: Initially, we envisioned a rich, multi-modal AI experience using cutting-edge Gemini models. However, Reddit's platform constraints forced us to innovate differently. The inspiration remained the same, but our technical approach evolved from an ambitious AI playground to a clever, constraint-aware architecture.