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Reproducibility infrastructure for production LLM deployments costs far less than enterprise teams assume. Audit-trace storage for 100,000 daily decisions runs about $820 per year on AWS S3 Glacier Deep Archive. Measurement compute overhead dominates costs at $3,600 to $18,000 annually, while one-time engineering build takes three to six months.
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