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A4· Closed-loop

Adversarial Consensus Line

Two agents solve the same task from opposite temperatures, then a consensus node negotiates a single answer — re-opening the debate when they clash.

MVMara Veiga✦ validatorApr 9, 20263.1k downloadsDownload .dot
Pipeline schematic8 nodes · 9 edges

About this blueprint

The hardest part of a multi-agent factory isn't getting work done — it's what happens when two competent agents disagree. This blueprint runs a deliberate adversarial pair: Solver A stays conservative, Solver B explores. A consensus node scores both proposals against the acceptance criteria and, on a genuine conflict, re-opens a bounded debate instead of silently picking one. The loop closes only when the verifier signs off, so no human ever has to arbitrate.

Use it wherever a single model is confidently wrong too often: spec interpretation, refactor strategy, or any judgement call where a second, differently-tuned opinion catches the blind spot.

Community notes (3)

  • SA
    Sol Antczak✦ validator·May 2, 202641

    Ran the static analyzer on this — genuinely zero human gates, autonomy 4 confirmed. The bounded re-vote (max 3) is what keeps it from looping forever.

  • HI
    Hana Ito·May 18, 202627

    1,000 executions, 12 hard conflicts, all resolved without escalation. Cost is the weak metric — the debate loop roughly doubles tokens when it triggers.

  • OV
    Orin Vasquez·Jun 11, 202615

    Swapped Solver B for a cheaper model and efficacy barely moved. The value is in the disagreement, not the raw horsepower.