Dev.to
6/22/2026

I gave myself an AI advisory board — three models argue, I decide
Short summary
The author runs three independent LLM models (Gemini analyst, Opus architect, Codex builder) in parallel to stress-test decisions before committing. Value comes from disagreement: each model reveals different failure modes that a single model would miss. Rather than trusting one confident voice, this approach lets humans maintain decision authority while leveraging AI for multi-angle risk assessment.
- •Run three independent models with distinct roles to stress-test decisions from different angles
- •Value comes from disagreement—conflicting perspectives reveal failure modes a single model would miss
- •Humans synthesize and decide; AI provides risk assessment without outsourcing judgment
Generated with AI, which can make mistakes.
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