Crucible - Your AI Braintrust – Multi-agent AI debate for stress-tested decisions

Summary: Crucible orchestrates 12 specialized AI agents to engage in a structured debate using a Thesis-Antithesis-Synthesis process, producing a defensible executive brief with full citations. It addresses AI sycophancy by forcing critical evaluation and reducing hallucinations through multi-agent conflict.

What it does

Crucible runs a real-time simulation where agents propose strategies, attack them to expose flaws, and synthesize findings into a final report. It uses advanced models including Gemini 2.5, Sonnet 4.5, GPT-5.1, and Claude variants to ensure rigorous analysis and live reasoning telemetry.

Who it's for

It is designed for users making high-stakes decisions who require thorough, multi-perspective AI evaluation rather than consensus or agreement.

Why it matters

Crucible solves the problem of AI "Yes-Men" that validate incorrect ideas by enabling adversarial debate, improving decision accuracy and reducing costly errors.