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        <title>Autoresearch on Producthunt daily</title>
        <link>https://producthunt.programnotes.cn/en/tags/autoresearch/</link>
        <description>Recent content in Autoresearch on Producthunt daily</description>
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        <language>en</language>
        <lastBuildDate>Thu, 17 Sep 2026 20:43:02 +0800</lastBuildDate><atom:link href="https://producthunt.programnotes.cn/en/tags/autoresearch/index.xml" rel="self" type="application/rss+xml" /><item>
        <title>OpenResearch</title>
        <link>https://producthunt.programnotes.cn/en/p/openresearch/</link>
        <pubDate>Thu, 17 Sep 2026 20:43:02 +0800</pubDate>
        
        <guid>https://producthunt.programnotes.cn/en/p/openresearch/</guid>
        <description>&lt;img src="https://images.unsplash.com/photo-1524415992653-5c28db77ce9e?ixid=M3w0NjAwMjJ8MHwxfHJhbmRvbXx8fHx8fHx8fDE3ODk2NDg4MTh8&amp;ixlib=rb-4.1.0" alt="Featured image of post OpenResearch" /&gt;&lt;h1 id=&#34;alphaxivopenresearch&#34;&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/alphaXiv/OpenResearch&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;alphaXiv/OpenResearch&lt;/a&gt;
&lt;/h1&gt;&lt;div align=&#34;center&#34;&gt;
&lt;h1&gt;&lt;img src=&#34;.github/readme-assets/openresearch.svg&#34; alt=&#34;&#34; width=&#34;36&#34; /&gt; OpenResearch&lt;/h1&gt;
&lt;p&gt;&lt;strong&gt;The local-first workspace for research agents and autoresearch.&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;Turn &lt;img src=&#34;.github/readme-assets/claude.svg&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; align=&#34;texttop&#34; /&gt; Claude Code,
&lt;img src=&#34;.github/readme-assets/codex.svg&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; align=&#34;texttop&#34; /&gt; Codex,
&lt;img src=&#34;.github/readme-assets/opencode.svg&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; align=&#34;texttop&#34; /&gt; OpenCode, or
&lt;img src=&#34;.github/readme-assets/cursor.svg&#34; alt=&#34;&#34; width=&#34;16&#34; height=&#34;16&#34; align=&#34;texttop&#34; /&gt; Cursor into research agents that can review
literature, develop hypotheses, run experiments, and produce research artifacts.&lt;/p&gt;
&lt;p&gt;
&lt;a href=&#34;https://github.com/alphaXiv/OpenResearch/releases/latest/download/OpenResearch.dmg&#34;&gt;&lt;picture&gt;&lt;source media=&#34;(prefers-color-scheme: dark)&#34; srcset=&#34;.github/readme-assets/download-macos-dark.svg&#34;&gt;&lt;img src=&#34;.github/readme-assets/download-macos.svg&#34; alt=&#34;Download OpenResearch for macOS&#34; width=&#34;220&#34; height=&#34;44&#34; /&gt;&lt;/picture&gt;&lt;/a&gt;
&lt;a href=&#34;https://github.com/alphaXiv/OpenResearch/releases/latest/download/openresearch-cli-x86_64-pc-windows-msvc.zip&#34;&gt;&lt;picture&gt;&lt;source media=&#34;(prefers-color-scheme: dark)&#34; srcset=&#34;.github/readme-assets/download-windows-dark.svg&#34;&gt;&lt;img src=&#34;.github/readme-assets/download-windows.svg&#34; alt=&#34;Download OpenResearch for Windows (Beta)&#34; width=&#34;220&#34; height=&#34;44&#34; /&gt;&lt;/picture&gt;&lt;/a&gt;
&lt;a href=&#34;#get-started&#34;&gt;&lt;picture&gt;&lt;source media=&#34;(prefers-color-scheme: dark)&#34; srcset=&#34;.github/readme-assets/install-linux-centered-dark.svg&#34;&gt;&lt;img src=&#34;.github/readme-assets/install-linux-centered.svg&#34; alt=&#34;Install OpenResearch for Linux&#34; width=&#34;220&#34; height=&#34;44&#34; /&gt;&lt;/picture&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p&gt;
&lt;a href=&#34;https://openresearch.sh/docs&#34;&gt;&lt;img src=&#34;.github/readme-assets/action-documentation.svg&#34; alt=&#34;Documentation&#34; width=&#34;132&#34; height=&#34;24&#34; /&gt;&lt;/a&gt;&lt;img src=&#34;.github/readme-assets/action-separator.svg&#34; alt=&#34; · &#34; width=&#34;12&#34; height=&#34;24&#34; /&gt;
&lt;a href=&#34;https://github.com/alphaXiv/OpenResearch/releases&#34;&gt;&lt;img src=&#34;.github/readme-assets/action-releases.svg&#34; alt=&#34;Releases&#34; width=&#34;78&#34; height=&#34;24&#34; /&gt;&lt;/a&gt;
&lt;/p&gt;
&lt;p&gt;&lt;sub&gt;macOS 11+ · Windows beta requires &lt;a href=&#34;docs/windows.md&#34;&gt;Git for Windows&lt;/a&gt;&lt;/sub&gt;&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://trendshift.io/repositories/89363&#34;&gt;&lt;img src=&#34;https://trendshift.io/api/badge/repositories/89363&#34; alt=&#34;GitHub Trending: #1 Repository of the Day&#34; width=&#34;250&#34; height=&#34;55&#34; /&gt;&lt;/a&gt;&lt;/p&gt;
&lt;/div&gt;
&lt;h2 id=&#34;get-started&#34;&gt;Get started
&lt;/h2&gt;&lt;p&gt;Install the CLI on macOS or Linux, then launch OpenResearch:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-sh&#34; data-lang=&#34;sh&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;curl -LsSf https://openresearch.sh/install.sh &lt;span class=&#34;p&#34;&gt;|&lt;/span&gt; sh
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx up
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;On Windows, use the beta download above after installing
&lt;a class=&#34;link&#34; href=&#34;docs/windows.md&#34; &gt;Git for Windows&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;&lt;code&gt;orx up&lt;/code&gt; opens the local dashboard at &lt;code&gt;http://127.0.0.1:4791&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;&lt;a class=&#34;link&#34; href=&#34;docs/local-models.md&#34; &gt;Connect a local model&lt;/a&gt; to use LM Studio, oMLX, Ollama,
or a custom endpoint with OpenCode.&lt;/p&gt;
&lt;p&gt;Create an account at &lt;a class=&#34;link&#34; href=&#34;https://openresearch.sh&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;openresearch.sh&lt;/a&gt; to receive email
updates and use managed OpenResearch compute.&lt;/p&gt;
&lt;h2 id=&#34;built-for-research-agents&#34;&gt;Built for research agents
&lt;/h2&gt;&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;&lt;/th&gt;
					&lt;th&gt;OpenResearch gives you&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;&lt;strong&gt;Parallel exploration&lt;/strong&gt;&lt;/td&gt;
					&lt;td&gt;Give each research direction an independent agent session and isolated git worktree.&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;&lt;strong&gt;Reproducible experiments&lt;/strong&gt;&lt;/td&gt;
					&lt;td&gt;Track variants in a git-native experiment tree; every run receives an immutable archive of its recorded commit.&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;&lt;strong&gt;Evidence in context&lt;/strong&gt;&lt;/td&gt;
					&lt;td&gt;Keep logs, diffs, files, results, and artifacts tied to the work that produced them.&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;&lt;strong&gt;Your choice of agent&lt;/strong&gt;&lt;/td&gt;
					&lt;td&gt;Use Claude Code, Codex, OpenCode, or Cursor, with the harness and model selected per session.&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;&lt;strong&gt;Your choice of compute&lt;/strong&gt;&lt;/td&gt;
					&lt;td&gt;Run locally, on your own infrastructure, or with managed OpenResearch compute.&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;&lt;strong&gt;Local ownership&lt;/strong&gt;&lt;/td&gt;
					&lt;td&gt;Keep projects, conversations, experiments, runs, logs, code, and artifacts on your machine.&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;autoresearch&#34;&gt;Autoresearch
&lt;/h3&gt;&lt;p&gt;OpenResearch can run the full loop autonomously: propose an idea, change the
code, launch an experiment, inspect the evidence, and decide what to try next.
Multiple agents can explore different directions in parallel while the
experiment tree preserves their lineage.&lt;/p&gt;
&lt;h2 id=&#34;run-anywhere&#34;&gt;Run anywhere
&lt;/h2&gt;&lt;p&gt;The same committed source snapshot can run locally, over SSH, or on Slurm,
Kubernetes, Ray, Hugging Face Jobs, Modal, Tinker, and managed OpenResearch compute.
Publishing the repository is not required.&lt;/p&gt;
&lt;p&gt;Run the workspace next to remote GPUs while using the browser on your laptop:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-sh&#34; data-lang=&#34;sh&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx up --remote user@host
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;SSH config aliases and custom ports are supported. The remote service binds to
loopback and has no application-level authentication, so other users on that
host can reach it.&lt;/p&gt;
&lt;h2 id=&#34;cli-and-agent-integration&#34;&gt;CLI and agent integration
&lt;/h2&gt;&lt;p&gt;Install the OpenResearch skill into supported coding agents:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-sh&#34; data-lang=&#34;sh&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx install-skills
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Common commands:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;3
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;4
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;5
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;6
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;7
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-sh&#34; data-lang=&#34;sh&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx projects
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx project view &amp;lt;project-id&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx runs &amp;lt;project-id&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx logs &amp;lt;run-id&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx exp run &amp;lt;experiment-id&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx discover keyword &amp;lt;query&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx paper &amp;lt;arxiv-id-or-doi&amp;gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Run &lt;code&gt;orx --help&lt;/code&gt; or &lt;code&gt;orx &amp;lt;command&amp;gt; --help&lt;/code&gt; for the complete interface.&lt;/p&gt;
&lt;h2 id=&#34;local-by-default&#34;&gt;Local by default
&lt;/h2&gt;&lt;p&gt;OpenResearch runs on &lt;code&gt;127.0.0.1&lt;/code&gt; with a local SQLite store. Creating a project
or launching a run does not publish your code. An
&lt;a class=&#34;link&#34; href=&#34;https://openresearch.sh&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;openresearch.sh&lt;/a&gt; account is only used for
service-owned capabilities such as organizations and managed compute.&lt;/p&gt;
&lt;h2 id=&#34;usage-analytics&#34;&gt;Usage analytics
&lt;/h2&gt;&lt;p&gt;Official release builds send opt-out, coarse usage events tied to a random
installation ID. They do not include code, prompts, file contents or paths,
repository names, tokens, emails, or project and experiment identifiers.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;3
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-sh&#34; data-lang=&#34;sh&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx telemetry off
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx telemetry status
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;orx &amp;lt;command&amp;gt; --no-telemetry
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Source and development builds do not send analytics.&lt;/p&gt;
</description>
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