<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>MicroVM on Yarang's Tech Lair</title><link>https://blog.agentthread.dev/tags/microvm/</link><description>Recent content in MicroVM on Yarang's Tech Lair</description><generator>Hugo -- gohugo.io</generator><language>en</language><lastBuildDate>Sat, 27 Jun 2026 09:01:26 +0900</lastBuildDate><atom:link href="https://blog.agentthread.dev/tags/microvm/index.xml" rel="self" type="application/rss+xml"/><item><title>[MicroVM] Building Isolated Sandboxes with Firecracker</title><link>https://blog.agentthread.dev/post/microvm-building-isolated-sandboxes-with-firecracker/</link><pubDate>Sat, 27 Jun 2026 09:01:26 +0900</pubDate><guid>https://blog.agentthread.dev/post/microvm-building-isolated-sandboxes-with-firecracker/</guid><description>&lt;h1 id="microvm-building-isolated-sandboxes-with-firecracker"&gt;[MicroVM] Building Isolated Sandboxes with Firecracker
&lt;/h1&gt;&lt;p&gt;&lt;strong&gt;MicroVM&lt;/strong&gt; technology is gaining attention recently. Traditional containers (like Docker) share the kernel with the host, making them not entirely secure in terms of isolation. On the other hand, MicroVMs like AWS&amp;rsquo;s Firecracker provide lightweight virtual machines, allowing you to achieve both &amp;ldquo;container speed&amp;rdquo; and &amp;ldquo;VM security.&amp;rdquo;&lt;/p&gt;
&lt;p&gt;In this article, we will practically introduce how to safely execute untrusted code using &lt;strong&gt;Firecracker MicroVM&lt;/strong&gt;, a key consideration in the communication protocol design for ZeroClaw, a Rust-based agent runtime, with accompanying code examples.&lt;/p&gt;
&lt;h2 id="why-microvm"&gt;Why MicroVM?
&lt;/h2&gt;&lt;p&gt;In the past development of blog API servers or MCP (Model Context Protocol) clients, container environments were primarily used. However, security becomes even more critical in multi-agent systems or environments that need to execute external code.&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Single Process Isolation:&lt;/strong&gt; Each MicroVM has an independent kernel space.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Fast Boot:&lt;/strong&gt; Boot times in milliseconds offer speeds similar to containers.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Resource Limits:&lt;/strong&gt; CPU and memory usage can be strictly controlled.&lt;/li&gt;
&lt;/ul&gt;
&lt;h2 id="prerequisites"&gt;Prerequisites
&lt;/h2&gt;&lt;p&gt;To follow this guide, you will need a Linux environment (with KVM enabled) and the Rust toolchain. Firecracker runs on Linux KVM (Kernel-based Virtual Machine).&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;# Check KVM permissions&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;ls -la /dev/kvm
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;# Add to group (if you don&amp;#39;t have permissions)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;sudo usermod -aG kvm $USER
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h2 id="1-downloading-and-preparing-firecracker"&gt;1. Downloading and Preparing Firecracker
&lt;/h2&gt;&lt;p&gt;Firecracker is provided as a single binary, making deployment very simple.&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;cd /tmp
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;curl -L -o firecracker-v1.9.1 https://github.com/firecracker-microvm/firecracker/releases/download/v1.9.1/firecracker-v1.9.1-x86_64
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;chmod +x firecracker-v1.9.1
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;mv firecracker-v1.9.1 firecracker
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h2 id="2-creating-a-root-filesystem-for-microvm-boot"&gt;2. Creating a Root Filesystem for MicroVM Boot
&lt;/h2&gt;&lt;p&gt;To run a MicroVM, you need a simple Linux kernel and a root filesystem (image). We will download an Ubuntu image for testing.&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;# Create working directory&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;mkdir -p fc-demo
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;cd fc-demo
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;# Download Ubuntu 22.04 root filesystem&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;wget https://cloud-images.ubuntu.com/releases/22.04/release/ubuntu-22.04-server-cloudimg-amd64-root.tar.xz
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;# Convert image (raw format)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;xz -d ubuntu-22.04-server-cloudimg-amd64-root.tar.xz
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h2 id="3-writing-control-logic-in-rust"&gt;3. Writing Control Logic in Rust
&lt;/h2&gt;&lt;p&gt;Now, let&amp;rsquo;s use Rust to launch a Firecracker instance, configure networking, and send requests. Passing configurations as JSON using &lt;code&gt;serde_json&lt;/code&gt; is the most common approach.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Cargo.toml dependencies:&lt;/strong&gt;&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-toml" data-lang="toml"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;[&lt;span style="color:#a6e22e"&gt;dependencies&lt;/span&gt;]
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#a6e22e"&gt;serde&lt;/span&gt; = { &lt;span style="color:#a6e22e"&gt;version&lt;/span&gt; = &lt;span style="color:#e6db74"&gt;&amp;#34;1.0&amp;#34;&lt;/span&gt;, &lt;span style="color:#a6e22e"&gt;features&lt;/span&gt; = [&lt;span style="color:#e6db74"&gt;&amp;#34;derive&amp;#34;&lt;/span&gt;] }
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#a6e22e"&gt;serde_json&lt;/span&gt; = &lt;span style="color:#e6db74"&gt;&amp;#34;1.0&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#a6e22e"&gt;reqwest&lt;/span&gt; = { &lt;span style="color:#a6e22e"&gt;version&lt;/span&gt; = &lt;span style="color:#e6db74"&gt;&amp;#34;0.12&amp;#34;&lt;/span&gt;, &lt;span style="color:#a6e22e"&gt;features&lt;/span&gt; = [&lt;span style="color:#e6db74"&gt;&amp;#34;blocking&amp;#34;&lt;/span&gt;] }
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;&lt;strong&gt;Rust Implementation Code (&lt;code&gt;main.rs&lt;/code&gt;):&lt;/strong&gt;&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-rust" data-lang="rust"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;use&lt;/span&gt; std::fs::{self, File};
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;use&lt;/span&gt; std::io::Write;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;use&lt;/span&gt; std::process::{Command, Stdio};
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;use&lt;/span&gt; serde::Serialize;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;// Firecracker configuration structs
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;#[derive(Serialize)]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;struct&lt;/span&gt; &lt;span style="color:#a6e22e"&gt;BootSource&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; kernel_image_path: String,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; boot_args: String,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;}
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;#[derive(Serialize)]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;struct&lt;/span&gt; &lt;span style="color:#a6e22e"&gt;Drive&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; drive_id: String,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; path_on_host: String,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; is_root_device: &lt;span style="color:#66d9ef"&gt;bool&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; is_read_only: &lt;span style="color:#66d9ef"&gt;bool&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;}
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;#[derive(Serialize)]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;struct&lt;/span&gt; &lt;span style="color:#a6e22e"&gt;MachineConfig&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; vcpu_count: &lt;span style="color:#66d9ef"&gt;u8&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; mem_size_mib: &lt;span style="color:#66d9ef"&gt;u64&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; ht_enabled: &lt;span style="color:#66d9ef"&gt;bool&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;}
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;#[derive(Serialize)]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;struct&lt;/span&gt; &lt;span style="color:#a6e22e"&gt;NetworkInterface&lt;/span&gt; {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; if_id: String,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; guest_mac: String,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; host_dev_name: String,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;}
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#66d9ef"&gt;fn&lt;/span&gt; &lt;span style="color:#a6e22e"&gt;main&lt;/span&gt;() {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#75715e"&gt;// 1. Set up working directory
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;let&lt;/span&gt; vm_id &lt;span style="color:#f92672"&gt;=&lt;/span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;my-first-microvm&amp;#34;&lt;/span&gt;;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; fs::create_dir_all(&lt;span style="color:#a6e22e"&gt;format!&lt;/span&gt;(&lt;span style="color:#e6db74"&gt;&amp;#34;/tmp/fc-demo/&lt;/span&gt;&lt;span style="color:#e6db74"&gt;{}&lt;/span&gt;&lt;span style="color:#e6db74"&gt;&amp;#34;&lt;/span&gt;, vm_id)).expect(&lt;span style="color:#e6db74"&gt;&amp;#34;Failed to create vm dir&amp;#34;&lt;/span&gt;);
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#75715e"&gt;// 2. Run Firecracker process (in background)
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#75715e"&gt;// In a real environment, you would manage it as a daemon or create a socket via API.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#75715e"&gt;// Here, we assume the API server is run via a socket for simplicity and send configurations.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; 
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#75715e"&gt;// Note: A kernel image (vmlinux) is required for actual execution. 
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#75715e"&gt;// It can be downloaded from the AWS Firecracker GitHub releases.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;let&lt;/span&gt; kernel_path &lt;span style="color:#f92672"&gt;=&lt;/span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;/tmp/fc-demo/vmlinux&amp;#34;&lt;/span&gt;; &lt;span style="color:#75715e"&gt;// Path needs verification
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;let&lt;/span&gt; rootfs_path &lt;span style="color:#f92672"&gt;=&lt;/span&gt; &lt;span style="color:#e6db74"&gt;&amp;#34;/tmp/fc-demo/ubuntu-22.04-server-cloudimg-amd64-root.tar&amp;#34;&lt;/span&gt;;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#75715e"&gt;// (Network configuration is complex in actual tutorials, so TAP device creation is omitted)
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#75715e"&gt;// Example API configuration creation
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;let&lt;/span&gt; boot_config &lt;span style="color:#f92672"&gt;=&lt;/span&gt; BootSource {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; kernel_image_path: &lt;span style="color:#a6e22e"&gt;kernel_path&lt;/span&gt;.to_string(),
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; boot_args: &lt;span style="color:#e6db74"&gt;&amp;#34;console=ttyS0 reboot=k panic=1 pci=off&amp;#34;&lt;/span&gt;.to_string(),
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; };
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;let&lt;/span&gt; drive_config &lt;span style="color:#f92672"&gt;=&lt;/span&gt; Drive {
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; drive_id: &lt;span style="color:#e6db74"&gt;&amp;#34;rootfs&amp;#34;&lt;/span&gt;.to_string(),
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; path_on_host: &lt;span style="color:#a6e22e"&gt;rootfs_path&lt;/span&gt;.to_string(),
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; is_root_device: &lt;span style="color:#a6e22e"&gt;true&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; is_read_only: &lt;span style="color:#a6e22e"&gt;false&lt;/span&gt;,
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; };
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#75715e"&gt;// Save configurations to JSON files (Firecracker accepts input via HTTP API or JSON files)
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;let&lt;/span&gt; config_json &lt;span style="color:#f92672"&gt;=&lt;/span&gt; serde_json::to_string_pretty(&lt;span style="color:#f92672"&gt;&amp;amp;&lt;/span&gt;&lt;span style="color:#a6e22e"&gt;vec!&lt;/span&gt;[&lt;span style="color:#f92672"&gt;&amp;amp;&lt;/span&gt;boot_config, &lt;span style="color:#f92672"&gt;&amp;amp;&lt;/span&gt;drive_config]).unwrap();
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#66d9ef"&gt;let&lt;/span&gt; &lt;span style="color:#66d9ef"&gt;mut&lt;/span&gt; file &lt;span style="color:#f92672"&gt;=&lt;/span&gt; File::create(&lt;span style="color:#a6e22e"&gt;format!&lt;/span&gt;(&lt;span style="color:#e6db74"&gt;&amp;#34;/tmp/fc-demo/&lt;/span&gt;&lt;span style="color:#e6db74"&gt;{}&lt;/span&gt;&lt;span style="color:#e6db74"&gt;/vm_config.json&amp;#34;&lt;/span&gt;, vm_id)).unwrap();
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; file.write_all(config_json.as_bytes()).unwrap();
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#a6e22e"&gt;println!&lt;/span&gt;(&lt;span style="color:#e6db74"&gt;&amp;#34;MicroVM configuration complete: &lt;/span&gt;&lt;span style="color:#e6db74"&gt;{}&lt;/span&gt;&lt;span style="color:#e6db74"&gt;&amp;#34;&lt;/span&gt;, vm_id);
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#a6e22e"&gt;println!&lt;/span&gt;(&lt;span style="color:#e6db74"&gt;&amp;#34;Firecracker typically requires network setup via TAP and mount configuration.&amp;#34;&lt;/span&gt;);
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#a6e22e"&gt;println!&lt;/span&gt;(&lt;span style="color:#e6db74"&gt;&amp;#34;Example CLI usage:&amp;#34;&lt;/span&gt;);
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#a6e22e"&gt;println!&lt;/span&gt;(&lt;span style="color:#e6db74"&gt;&amp;#34;./firecracker --api-sock /tmp/fc-demo/&lt;/span&gt;&lt;span style="color:#e6db74"&gt;{}&lt;/span&gt;&lt;span style="color:#e6db74"&gt;/api.sock&amp;#34;&lt;/span&gt;, vm_id);
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; &lt;span style="color:#a6e22e"&gt;println!&lt;/span&gt;(&lt;span style="color:#e6db74"&gt;&amp;#34;Then, send configurations via curl to http://localhost/...&amp;#34;&lt;/span&gt;);
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;}
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h2 id="4-execution-and-control-cli-method"&gt;4. Execution and Control (CLI Method)
&lt;/h2&gt;&lt;p&gt;While automating with Rust code is ideal, it&amp;rsquo;s recommended to control and verify operations directly via CLI during the development stage.&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;# 1. Create TAP network interface (for host-guest connection)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;sudo ip tuntap add tap0 mode tap
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;sudo ip addr add 169.254.0.1/30 dev tap0
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;sudo ip link set tap0 up
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;# 2. Run Firecracker (API socket mode)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;./firecracker --api-sock /tmp/fc-demo/my-api.sock &amp;amp;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;# 3. Send boot source configuration&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;curl --unix-socket /tmp/fc-demo/my-api.sock -i &lt;span style="color:#ae81ff"&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; -X PUT &lt;span style="color:#e6db74"&gt;&amp;#39;http://localhost/boot-source&amp;#39;&lt;/span&gt; &lt;span style="color:#ae81ff"&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; -H &lt;span style="color:#e6db74"&gt;&amp;#39;Accept: application/json&amp;#39;&lt;/span&gt; &lt;span style="color:#ae81ff"&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; -H &lt;span style="color:#e6db74"&gt;&amp;#39;Content-Type: application/json&amp;#39;&lt;/span&gt; &lt;span style="color:#ae81ff"&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; -d &lt;span style="color:#e6db74"&gt;&amp;#39;{
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#e6db74"&gt; &amp;#34;kernel_image_path&amp;#34;: &amp;#34;/path/to/vmlinux&amp;#34;,
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#e6db74"&gt; &amp;#34;boot_args&amp;#34;: &amp;#34;console=ttyS0 reboot=k panic=1 pci=off&amp;#34;
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#e6db74"&gt; }&amp;#39;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;# 4. Send drive configuration&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;curl --unix-socket /tmp/fc-demo/my-api.sock -i &lt;span style="color:#ae81ff"&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; -X PUT &lt;span style="color:#e6db74"&gt;&amp;#39;http://localhost/drives/rootfs&amp;#39;&lt;/span&gt; &lt;span style="color:#ae81ff"&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; -H &lt;span style="color:#e6db74"&gt;&amp;#39;Accept: application/json&amp;#39;&lt;/span&gt; &lt;span style="color:#ae81ff"&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; -H &lt;span style="color:#e6db74"&gt;&amp;#39;Content-Type: application/json&amp;#39;&lt;/span&gt; &lt;span style="color:#ae81ff"&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; -d &lt;span style="color:#e6db74"&gt;&amp;#39;{
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#e6db74"&gt; &amp;#34;drive_id&amp;#34;: &amp;#34;rootfs&amp;#34;,
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#e6db74"&gt; &amp;#34;path_on_host&amp;#34;: &amp;#34;/path/to/rootfs.ext4&amp;#34;,
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#e6db74"&gt; &amp;#34;is_root_device&amp;#34;: true,
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#e6db74"&gt; &amp;#34;is_read_only&amp;#34;: false
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#e6db74"&gt; }&amp;#39;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; 
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;&lt;span style="color:#75715e"&gt;# 5. Start the instance&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt;curl --unix-socket /tmp/fc-demo/my-api.sock -i &lt;span style="color:#ae81ff"&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; -X PUT &lt;span style="color:#e6db74"&gt;&amp;#39;http://localhost/actions&amp;#39;&lt;/span&gt; &lt;span style="color:#ae81ff"&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; -H &lt;span style="color:#e6db74"&gt;&amp;#39;Accept: application/json&amp;#39;&lt;/span&gt; &lt;span style="color:#ae81ff"&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; -H &lt;span style="color:#e6db74"&gt;&amp;#39;Content-Type: application/json&amp;#39;&lt;/span&gt; &lt;span style="color:#ae81ff"&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span style="display:flex;"&gt;&lt;span&gt; -d &lt;span style="color:#e6db74"&gt;&amp;#39;{ &amp;#34;action_type&amp;#34;: &amp;#34;InstanceStart&amp;#34; }&amp;#39;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h2 id="conclusion-and-zeroclaw-application-plan"&gt;Conclusion and ZeroClaw Application Plan
&lt;/h2&gt;&lt;p&gt;As we&amp;rsquo;ve seen, MicroVMs offer strong isolation. In the ZeroClaw project&amp;rsquo;s &amp;ldquo;multi-agent architecture,&amp;rdquo; this technology is highly valuable. By executing each agent&amp;rsquo;s tasks (e.g., file system access, external network requests) within independent Firecracker instances, we can run &amp;ldquo;untrusted plugins&amp;rdquo; without compromising the overall system stability.&lt;/p&gt;
&lt;p&gt;In the next post, we will discuss how to optimize communication between agents running on these MicroVMs.&lt;/p&gt;
&lt;h2 id="references"&gt;References
&lt;/h2&gt;&lt;ul&gt;
&lt;li&gt;&lt;a class="link" href="https://github.com/firecracker-microvm/firecracker" target="_blank" rel="noopener"
 &gt;Firecracker GitHub&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;[MicroVMs: Run isolated sandboxes with full lifecycle control](Hacker News Link)&lt;/li&gt;
&lt;li&gt;[ZeroClaw Architecture Design Document](Internal Blog Link)&lt;/li&gt;
&lt;/ul&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;"&gt;&lt;code class="language-fallback" data-lang="fallback"&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;</description></item></channel></rss>