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auction-theory

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Confidence is a claim, not a measurement. Multi-agent AI code review that settles disagreements with auction theory instead of averaging — Vickrey, VCG and double-auction mechanisms, plus a reputation ledger that learns which reviewers to trust.

  • Updated Aug 9, 2026
  • Python

Watch auction mechanisms run, one algorithmic step at a time: first-price, second-price, all-pay, English, Dutch, GSP, VCG, combinatorial, plus budget pacing, learning bidders and equilibrium analysis. Python stdlib engine, dependency-free JS interface.

  • Updated Aug 1, 2026
  • Python

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