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  1. forkline forkline Public

    Forkline is a replay-first tracing and diffing library for agentic AI workflows that lets you deterministically reproduce, fork, and compare agent runs to find exactly where behavior diverged.

    Python 2

  2. nondeterminism.io nondeterminism.io Public

    Static site HTML

    HTML

  3. prmpt prmpt Public

    prmpt is a declarative, versioned behavioral contract that specifies how an LLM must be invoked, constrained, composed, and interpreted by the surrounding system in order to produce reproducible be…

    Python