Open-source, local-first evaluation infrastructure for applied AI systems, built for developer and agent workflows.
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Updated
Jul 10, 2026 - Rust
Open-source, local-first evaluation infrastructure for applied AI systems, built for developer and agent workflows.
Public control map for AI Foundations / Origin | Continuum evaluations, defining test categories, goals, claim boundaries, pass/fail behavior, and evidence limits.
Reusable audit scaffold for detecting prefill awareness confounds in transcript-based AI evals
AI Foundations evaluation of Anthropic Claude Constitution artifacts; distinguishes external behavioral source from Source of self.
Defines model weight-pressure and tests whether source-bound contact architecture can carry structure against default model collapse patterns.
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