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Deep dives into evolutionary computation, project updates, and community news.

A developer reviews running and paused tasks

Genesis Assistant: A Clearer View of Running Work

Inspect tasks, understand system capacity and act through one conversation. Genesis’s recent main-branch changes also simplify remote services, background jobs and model credentials.

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A compiler project retained between different toolsets

Genesis: Carrying Software Progress Across Model Changes

A compiler handoff explores how accepted code, project structure and verification records can sustain development when the underlying model changes.

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Compiler graphs checked against regression tests

Genesis Builds EvoX Compiler: AI Developing Evolutionary Infrastructure

The EvoX Compiler case connects two parts of the ecosystem: Genesis develops software, while the resulting compiler supports program transformation and execution.

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Fortran and Rust outputs compared under a magnifying glass

Genesis and MESA: Rewrite the Code, Preserve the Numerical Behavior

Thirteen MESA modules became a Rust workspace. Golden tests and a one-zone burn proxy show how the project checks what survives the rewrite.

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A server keeps tasks active beside a closed terminal

Genesis Server: A Persistent Runtime for Software Development

From the headless release in 0.13.11 to logout persistence in 0.14.0, Genesis develops an independently deployable home for its dashboard and agents.

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Checking and correcting algorithm behavior

EvoX 1.4.1: When a Small Fix Changes the Search

Corrections to SHADE, differential evolution and CMA-ES highlight why reliable evolutionary infrastructure needs both efficient execution and faithful algorithm behavior.

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Program structure exposed for compiler inspection

EvoX Compiler v0.1.0: Make the Program Inspectable Before It Runs

Explicit graphs, composable transformations and separate execution stages give researchers a practical way to inspect and batch candidate programs.

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Long context compressed while tasks continue

Genesis: Keep Long Tasks Moving While Context Shrinks

Genesis 0.13.8–0.13.10 connect context compression, persistent background jobs and budget-aware checkpoints to support longer development tasks.

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Wireframe geometry becomes a shaded pixel image

Genesis WASM Render: From Local Code Generation to System Construction

Genesis's software-renderer case examines how interfaces, tests and accepted changes coordinate the construction of a complete graphics pipeline.

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Code structures woven into parallel arrangements

EvoCoCo: Bringing Algorithmic Knowledge into GPU Computing

EvoCoCo connects existing optimization research to EvoX through semantics-guided code conversion and validated GPU tensorization.

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Agent activity preserved in a project history ledger

Genesis: Keeping Agent Contributions in Software History

Genesis 0.13.2–0.13.4 connect task-scoped Git history with agent lanes so contributions remain inspectable after individual agents finish.

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Separate repository histories connected to one project

Genesis Multi-Repository Work: One Objective, Separate Histories

Genesis 0.13.4 adds persistent worktrees for writable companion repositories, extending cross-repository development with explicit review and integration boundaries.

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