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debt-calculus

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kadubon / cimt-kernel

Reference Python kernel for CIMT: no-meta, observable-only certification machinery for affordance-compiled LLM-integrated systems.

python json-schema formal-methods certification reproducibility reference-implementation receipts schema-first research-software llm-evaluation llm-agents llm-systems observable-only no-meta evidence-ledger affordance-compiled-intelligence cognitive-impedance target-firewall debt-calculus

Updated May 12, 2026
Python

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