The solutionPropose · verify · decideAI proposes. Engines verify. Designers decide.vc-division-of-labourAIAgentspropose candidatesone domain eachENGINESDeterministic enginesdispose · pass or failDRC · LVS · formal · SPICE · EM · thermalHUMANDesignerdecides · signsor sends it backCANDIDATESEVIDENCESENT BACKLEGENDcarried forwardsent back, with the evidenceOne loop, three roles: agents generate, engines decide what survives and hand back the evidence, a person signs it or sends it back.Tap the figure to read it full-sizeEvery domain in one project tree, so a change is visible to the DRC report, the simulation and the BOM at once.Specialized agents work one domain each and cooperate on the same project.The last of the three is always a person. No agent approves its own work.Lumicule