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content-addressing

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Correctness proofs from the code you already wrote: lift vendor-tested assertions to pinned FOL, verify with a warrant cited next to every line. match(Sugar) { Some(s) => cite_or_effect(s), None => panic!() }

  • Updated Jul 12, 2026
  • Rust

Immutable checkpoint storage for ML training pipelines. Kernel-level protection, anomaly detection, score-gated rollback, and self-healing recovery. Built in Rust.

  • Updated Apr 4, 2026
  • Rust

CoreLangDistribution 2.0 is an experimental cost-aware update distribution planner using chunking, content reuse, object-store workflows and transparent benchmarks to reduce warm-update transfer in high-reuse release, CI/CD, game, data and model delivery scenarios.

  • Updated Jun 12, 2026
  • Python

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