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Research2026-08-12 · source-backed
The design keeps the project persistent while individual agents stay finite-lived: each local world is situated by an accepted version and repo path, agents propose local changes, recursive delegation moves work across paths, and only accepted consequences advance version history (arXiv 2608.10450). From a repo with no compiler, using DeepSeek V4 Flash, it passed the complete c-testsuite plus most LLVM and Csmith tests. It also reimplemented 13 MESA modules, 100k+ lines of Fortran, as a ~90k-line Rust workspace with median speedups of 1.55–6.87x across six numerical workloads. Forty-four dollars.
Each link below shares sources, entities, or timing with this story.
Codex CLI uses Rust / Shared entity: Rust / Earlier coverage
Linked by a graph relationship (Codex CLI uses Rust); both cover Rust; earlier Rust coverage from 2026-05-17.
DeepSeek released deepseek-v4-flash / Shared entity: Rust / Same source domain / Earlier coverage
Linked by a graph relationship (DeepSeek released deepseek-v4-flash); both cover Rust; reported by the same outlet (arxiv.org).
Shared entity: Rust / Same source domain / Shared topic / Earlier coverage
Both cover Rust; reported by the same outlet (arxiv.org); overlapping topics (agent, compiler, rust).
Mnemo built by Rust / Shared entity: Rust / Earlier coverage / Tension
Linked by a graph relationship (Mnemo built by Rust); both cover Rust; earlier Rust coverage from 2026-06-05.
DeepSeek released deepseek-v4-flash / Shared entity: Rust / Earlier coverage / Tension
Linked by a graph relationship (DeepSeek released deepseek-v4-flash); both cover Rust; earlier Rust coverage from 2026-05-14.
Linked by a graph relationship (DeepSeek released deepseek-v4-flash); both cover Rust; earlier Rust coverage from 2026-04-01.
Shared entity: Rust / Shared topic / Earlier coverage / Tension
Both cover Rust; overlapping topics (agent, chang, rust); earlier Rust coverage from 2026-08-05.
Shared entity: Rust / Same source domain / Shared topic / Earlier coverage
Both cover Rust; reported by the same outlet (arxiv.org); overlapping topics (agent, rust).