Dev.to
6/29/2026

I got tired of vibe investing, so I built an AI committee that shows its work
Short summary
VerumTrade is an open-source multi-agent trading system that makes investment recommendations auditable through typed evidence graphs and structured decision tracing. Each stage produces verifiable outputs, with final recommendations required to cite supporting evidence IDs. The design uses tiered LLMs and provider-agnostic endpoints to balance cost and quality.
- •Multi-agent pipeline forces explicit reasoning with structured evidence graphs instead of opaque confidence scores
- •Final trade decision must cite specific evidence IDs, enabling full auditability from raw data to recommendation
- •Uses tiered LLMs (cheap for extraction, expensive for critical debate/risk steps) and remains provider-agnostic
Generated with AI, which can make mistakes.
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