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transactional-state

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lostlight530 / Axiom-0

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Dependency-free Python reference implementation for explicit data contracts, canonicalization, measurable state transitions, KL-divergence checks, validation, and reproducible repository boundaries.

python open-source validation verification sha256 state-transitions reproducibility standard-library reference-implementation software-architecture open-research kl-divergence research-engineering research-software data-contracts deterministic-systems bounded-systems canonical-json transactional-state evidence-engineering
  • Updated Oct 5, 2026
  • Python

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