🥊 sparkit: The CLI & Playground for SPAR — Run AI debates in your terminal or browser

Dual LLM discussion engine with a streaming Next.js UI for autonomous two-agent debates.

Self-hosted AI debate engine for multi-agent decision intelligence. Real-time streaming debates with multiple AI personas.

APE is a risk-governed multi-LLM debate orchestration engine that enables structured model-vs-model reasoning, deterministic consensus scoring, and production-grade decision pipelines.