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I built EvalSeal: reproducibility receipts for LLM evals

I’ve been working on EvalSeal, a small open-source tool for making LLM eval results more trustworthy. The idea is simple: a single eval score is not enough. EvalSeal runs each case multiple times, measures flip rates, captures provenance, and seals the result into a tamper-evident ledger. A finding…

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  1. 2026-09-18 08:06 · r/AI_Agents
    I built EvalSeal: reproducibility receipts for LLM evals

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