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Two Projects, One Problem — What PlannerCritic and AdversarialDebate Each Got Wrong

This story is from 2026-08-29. It is preserved in the archive; the latest stories are on the live feed.

I built two systems this year that try to solve the same problem from opposite directions. PlannerCritic puts an LLM critic in a loop with a deterministic gate layer. The gates own the safety contract. The critic is advisory. A planner decomposes a goal into a typed plan. A critic audits every subt…

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  1. 2026-08-29 23:05 · DEV Community — AI
    Two Projects, One Problem — What PlannerCritic and AdversarialDebate Each Got Wrong

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