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    <title>Choreographr</title>
    <subtitle>Your all-purpose AI agent, written in Rust. A daemon with many clients, a sandboxed RISC-V VM, and support for 70+ model providers.</subtitle>
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    <updated>2026-08-01T00:00:00+00:00</updated>
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        <title>Introducing Choreographr</title>
        <published>2026-08-01T00:00:00+00:00</published>
        <updated>2026-08-01T00:00:00+00:00</updated>
        
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        <content type="html" xml:base="https://choreographr.com/blog/introducing-choreographr/">&lt;p&gt;Choreographr is an all-purpose, extensible AI agent system written entirely in
Rust. It&#x27;s early, it&#x27;s open source (Apache-2.0), and it takes a few opinions
that we think are worth sharing.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;one-daemon-many-clients&quot;&gt;One daemon, many clients&lt;&#x2F;h2&gt;
&lt;p&gt;Most agents are a single process with a single UI. Choreographr is built the
other way around: a &lt;strong&gt;daemon&lt;&#x2F;strong&gt; owns your sessions, and clients connect and
disconnect whenever they want.&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;&lt;code&gt;choreo-tui&lt;&#x2F;code&gt;&lt;&#x2F;strong&gt; — a full-screen terminal UI with O(1) scrolling and streaming.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;strong&gt;&lt;code&gt;choreo-gui&lt;&#x2F;code&gt;&lt;&#x2F;strong&gt; — a desktop app (Dioxus), in development.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;strong&gt;&lt;code&gt;choreo-im&lt;&#x2F;code&gt;&lt;&#x2F;strong&gt; — chat with your agent from Telegram, in development.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;strong&gt;&lt;code&gt;choreo-acp&lt;&#x2F;code&gt;&lt;&#x2F;strong&gt; — drive sessions from ACP-compatible editors like Claude Code.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;Because sessions live in the daemon, you can start a task in the terminal and
check on it from your phone. Everything persists in an embedded &lt;code&gt;redb&lt;&#x2F;code&gt;
database and survives restarts.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;llm-generated-code-runs-in-a-sandbox&quot;&gt;LLM-generated code runs in a sandbox&lt;&#x2F;h2&gt;
&lt;p&gt;Giving an agent direct shell access is one of the riskiest things you can do.
Choreographr offers a different default: generated code is compiled to RISC-V
and executed in an isolated VM with a 4 MB flat memory space and a
configurable cycle budget. The guest can only interact with the world through
registered tools — same registry, same credentials, same working directory.&lt;&#x2F;p&gt;
&lt;p&gt;That VM is also a tool-call scripting language: the agent can quickly write a
little Rust snippet to orchestrate tools with custom logic.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;70-providers-one-catalog&quot;&gt;70+ providers, one catalog&lt;&#x2F;h2&gt;
&lt;p&gt;Choreographr speaks OpenAI-compatible, Anthropic Messages, and Google Gemini.
Each provider is a data file in a TOML catalog — curated models, context
windows, reasoning levels. Adding a new OpenAI-compatible provider is a data
edit, not a code change.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;high-performance-by-construction&quot;&gt;High-performance by construction&lt;&#x2F;h2&gt;
&lt;p&gt;The daemon uses pure OS threads and message passing — no async runtime, no
shared mutable state. Every thread owns its data. It&#x27;s simple to reason about
and fast.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;what-s-next&quot;&gt;What&#x27;s next&lt;&#x2F;h2&gt;
&lt;p&gt;Subsessions (hierarchical subagents) already exist; git worktrees, cron,
extensions, and OS-level sandboxing are on the roadmap. We&#x27;d love your help —
star the repo, open issues, and join the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;t.me&#x2F;choreographr&quot;&gt;Telegram community&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
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