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Sakana AI releases The Agentic Scientist, an open-source coding-agent research framework

3 articles3 sourcessince Oct 15Last article 1h ago ·

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Sakana AI publishes The Agentic Scientist, a framework that runs computational research through coding agents.

Elvis Saravia says the system splits a project into stages such as ideation, planning, sandboxed experiments and report writing, with each stage run by a coding agent that checks its own work, and a meta-controller that runs many agents in parallel and checks every stage against a rubric.

Sakana AI says the framework wraps off-the-shelf coding agents such as Codex and Claude Code, that parallel workers test hypotheses against rubrics defined in advance, and that the company is releasing both systems as open source. Sakana AI and hardmaru also say that in autonomous runs the system raised Doc-to-LoRA retrieval accuracy on multi-needle tasks from 52% to 98%, and that a paper it helped produce on Error Diffusion was accepted as an oral presentation at ALIFE 2026. These are the sources' claims; the reports give no independent evaluation of them.

Written by AI from the articles below · updated Oct 15, 10:41 AM ET

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Article timeline

The articles in this story. Times are ET.

Oct 15
  1. hardmaruX
    Sakana AI releases The Agentic Scientist, a coding agent system for automated research

    AISakana AI releases The Agentic Scientist, a system that orchestrates parallel coding agents through a full research loop, and releases it as open source. In autonomous runs, it raised Doc-to-LoRA retrieval accuracy from 52% to 98% on multi-needle tasks. A paper it helped produce on Error Diffusion was accepted as an oral presentation at ALIFE 2026, with researchers setting questions and verifying claims.

    Image from @hardmaru's post
  2. Sakana AIOfficialPick
    Sakana AI releases The Agentic Scientist for coding-agent-driven research

    AISakana AI introduces The Agentic Scientist, a scaffold that wraps off-the-shelf coding agents such as Codex and Claude Code to run structured research loops. Parallel workers test hypotheses against rubrics defined in advance, share results through a common memory, and ablate winning programs.

    GIF from @SakanaAILabs's post
  3. elvisX
    Sakana AI paper details Agentic Scientist, a coding-agent pipeline for scientific research

    AISakana AI's paper The Agentic Scientist decomposes computational research into stages such as ideation, planning, sandboxed experiments, and report writing, with each stage run by a coding agent that checks its own work.

    Image from @omarsar0's post

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