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    autoresearch-cli

    autoresearch-cli

    199-biotechnologies March 23, 2026
    15 copies 0 downloads

    Autonomous AI experiment loop CLI -- run research overnight with any coding agent

    Agent Definition
    <div align="center">
    
    # Autoresearch CLI
    
    **Run autonomous AI experiments while you sleep. Wake up to results.**
    
    <br />
    
    [![Star this repo](https://img.shields.io/github/stars/199-biotechnologies/autoresearch-cli?style=for-the-badge&logo=github&label=%E2%AD%90%20Star%20this%20repo&color=yellow)](https://github.com/199-biotechnologies/autoresearch-cli/stargazers)
    &nbsp;&nbsp;
    [![Follow @longevityboris](https://img.shields.io/badge/Follow_%40longevityboris-000000?style=for-the-badge&logo=x&logoColor=white)](https://x.com/longevityboris)
    
    <br />
    
    [![Crates.io](https://img.shields.io/crates/v/autoresearch?style=for-the-badge&logo=rust&logoColor=white&label=crates.io)](https://crates.io/crates/autoresearch)
    [![Downloads](https://img.shields.io/crates/d/autoresearch?style=for-the-badge&logo=rust&logoColor=white)](https://crates.io/crates/autoresearch)
    [![License: MIT](https://img.shields.io/badge/License-MIT-blue?style=for-the-badge)](LICENSE)
    [![CI](https://img.shields.io/github/actions/workflow/status/199-biotechnologies/autoresearch-cli/release.yml?style=for-the-badge&logo=github&label=CI)](https://github.com/199-biotechnologies/autoresearch-cli/actions)
    
    ---
    
    A single Rust binary that turns any AI coding agent into an autonomous research machine. Define one file to modify, one metric to optimize, and one eval command. Your agent handles the rest -- running experiments, tracking results, keeping winners, reverting losers. You sleep. It works.
    
    [Install](#install) | [How It Works](#how-it-works) | [Features](#features) | [Contributing](#contributing)
    
    </div>
    
    ## Why Autonomous Research Matters
    
    Karpathy's [autoresearch](https://github.com/karpathy/autoresearch) ran 126 ML experiments overnight on a single GPU. Since then, people have applied the same pattern to [chess engines](https://x.com/MindCanvasx/status/2035817965614940472) (expert to grandmaster), [Bitcoin modeling](https://x.com/xmal/status/2035735100516634805) (halved prediction errors), [Sudoku solvers](https

    Tags

    ai-coding-agentai-experimentsai-toolsautomationautonomous-researchautoresearchclaude-codeclicodexcursor

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