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Architecture
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Agents
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Continue Mode
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Streaming
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Guardrails & Security
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<div class="md-content" data-md-component="content">
<article class="md-content__inner md-typeset">
<h1 id="quickstart">Quickstart</h1>
<div class="admonition tip">
<p class="admonition-title">🚀 Upgrade to CAI PRO</p>
<p>Get access to unrestricted <code>alias1</code> model, Terminal UI with parallel agents, and professional support. Perfect for security professionals and teams.
<strong><a href="../cai_pro/">Explore CAI PRO features →</a></strong></p>
</div>
<p>To start CAI after installing it, just type <code>cai</code> in the CLI:</p>
<div class="language-bash highlight"><pre><span></span><code><span id="__span-0-1">└─#<span class="w"> </span>cai
</span><span id="__span-0-2">
</span><span id="__span-0-3"><span class="w"> </span>CCCCCCCCCCCCC<span class="w"> </span>++++++++<span class="w"> </span>++++++++<span class="w"> </span>IIIIIIIIII
</span><span id="__span-0-4"><span class="w"> </span>CCC::::::::::::C<span class="w"> </span>++++++++++<span class="w"> </span>++++++++++<span class="w"> </span>I::::::::I
</span><span id="__span-0-5"><span class="w"> </span>CC:::::::::::::::C<span class="w"> </span>++++++++++<span class="w"> </span>++++++++++<span class="w"> </span>I::::::::I
</span><span id="__span-0-6"><span class="w"> </span>C:::::CCCCCCCC::::C<span class="w"> </span>+++++++++<span class="w"> </span>++<span class="w"> </span>+++++++++<span class="w"> </span>II::::::II
</span><span id="__span-0-7"><span class="w"> </span>C:::::C<span class="w"> </span>CCCCCC<span class="w"> </span>+++++++<span class="w"> </span>+++++<span class="w"> </span>+++++++<span class="w"> </span>I::::I
</span><span id="__span-0-8"><span class="w"> </span>C:::::C<span class="w"> </span>+++++<span class="w"> </span>+++++++<span class="w"> </span>+++++<span class="w"> </span>I::::I
</span><span id="__span-0-9"><span class="w"> </span>C:::::C<span class="w"> </span>++++<span class="w"> </span>++++<span class="w"> </span>I::::I
</span><span id="__span-0-10"><span class="w"> </span>C:::::C<span class="w"> </span>++<span class="w"> </span>++<span class="w"> </span>I::::I
</span><span id="__span-0-11"><span class="w"> </span>C:::::C<span class="w"> </span>+<span class="w"> </span>+++++++++++++++<span class="w"> </span>+<span class="w"> </span>I::::I
</span><span id="__span-0-12"><span class="w"> </span>C:::::C<span class="w"> </span>+++++++++++++++++++<span class="w"> </span>I::::I
</span><span id="__span-0-13"><span class="w"> </span>C:::::C<span class="w"> </span>+++++++++++++++++<span class="w"> </span>I::::I
</span><span id="__span-0-14"><span class="w"> </span>C:::::C<span class="w"> </span>CCCCCC<span class="w"> </span>+++++++++++++++<span class="w"> </span>I::::I
</span><span id="__span-0-15"><span class="w"> </span>C:::::CCCCCCCC::::C<span class="w"> </span>+++++++++++++<span class="w"> </span>II::::::II
</span><span id="__span-0-16"><span class="w"> </span>CC:::::::::::::::C<span class="w"> </span>+++++++++<span class="w"> </span>I::::::::I
</span><span id="__span-0-17"><span class="w"> </span>CCC::::::::::::C<span class="w"> </span>+++++<span class="w"> </span>I::::::::I
</span><span id="__span-0-18"><span class="w"> </span>CCCCCCCCCCCCC<span class="w"> </span>++<span class="w"> </span>IIIIIIIIII
</span><span id="__span-0-19">
</span><span id="__span-0-20"><span class="w"> </span>Cybersecurity<span class="w"> </span>AI<span class="w"> </span><span class="o">(</span>CAI<span class="o">)</span>,<span class="w"> </span>v0.4.0
</span><span id="__span-0-21"><span class="w"> </span>Bug<span class="w"> </span>bounty-ready<span class="w"> </span>AI
</span><span id="__span-0-22">
</span><span id="__span-0-23">CAI&gt;
</span></code></pre></div>
<p>That should initialize CAI and provide a prompt to execute any security task you want to perform. The navigation bar at the bottom displays important system information. This information helps you understand your environment while working with CAI.</p>
<p>Here's a quick <a href="https://asciinema.org/a/zm7wS5DA2o0S9pu1Tb44pnlvy">demo video</a> to help you get started with CAI. We'll walk through the basic steps — from launching the tool to running your first AI-powered task in the terminal. Whether you're a beginner or just curious, this guide will show you how easy it is to begin using CAI.</p>
<h3 id="autonomous-mode-with-continue">Autonomous Mode with --continue</h3>
<p>CAI can run autonomously using the <code>--continue</code> flag, which makes agents automatically continue their work without waiting for user input:</p>
<div class="language-bash highlight"><pre><span></span><code><span id="__span-1-1"><span class="c1"># Have CAI tell security jokes continuously</span>
</span><span id="__span-1-2">cai<span class="w"> </span>--continue<span class="w"> </span>--prompt<span class="w"> </span><span class="s2">&quot;tell me a joke about security&quot;</span>
</span><span id="__span-1-3">
</span><span id="__span-1-4"><span class="c1"># Run autonomous security audit</span>
</span><span id="__span-1-5">cai<span class="w"> </span>--continue<span class="w"> </span>--prompt<span class="w"> </span><span class="s2">&quot;perform security audit of authentication system&quot;</span>
</span><span id="__span-1-6">
</span><span id="__span-1-7"><span class="c1"># Hunt for vulnerabilities automatically</span>
</span><span id="__span-1-8">cai<span class="w"> </span>--continue<span class="w"> </span>--prompt<span class="w"> </span><span class="s2">&quot;find SQL injection vulnerabilities&quot;</span>
</span></code></pre></div>
<p>With <code>--continue</code>, CAI will:</p>
<ul>
<li>Analyze the conversation context after each turn</li>
<li>Generate intelligent continuation prompts</li>
<li>Keep working until the task is complete or interrupted</li>
</ul>
<p>See the <a href="../continue_mode/">Continue Mode Guide</a> for detailed information.</p>
<p>From here on, type on <code>CAI</code> and start your security exercise. Best way to learn is by example:</p>
<h3 id="environment-variables">Environment Variables</h3>
<details>
<summary>List of Environment Variables</summary>
</details>
<div class="language-text highlight"><pre><span></span><code><span id="__span-2-1">| Variable | Description |
</span><span id="__span-2-2">|----------|-------------|
</span><span id="__span-2-3">| CTF_NAME | Name of the CTF challenge to run (e.g. &quot;picoctf_static_flag&quot;) |
</span><span id="__span-2-4">| CTF_CHALLENGE | Specific sub challenge name within the CTF to test (e.g. CTF_NAME=&quot;kiddoctf&quot; contains 4 subchallenges. For running one of them: &quot;01 linux i&quot;) |
</span><span id="__span-2-5">| CTF_SUBNET | Network subnet for the CTF container |
</span><span id="__span-2-6">| CTF_IP | IP address for the CTF container |
</span><span id="__span-2-7">| CTF_INSIDE | Whether to conquer the CTF from within container |
</span><span id="__span-2-8">| CAI_MODEL | Model to use for agents |
</span><span id="__span-2-9">| ⚠️ CAI_DEBUG | Set debug output level (0: Only tool outputs, 1: Verbose debug output, 2: CLI debug output) |
</span><span id="__span-2-10">| ⚠️ CAI_BRIEF | Enable/disable brief output mode |
</span><span id="__span-2-11">| CAI_MAX_TURNS | Maximum number of turns for agent interactions |
</span><span id="__span-2-12">| ⚠️ CAI_TRACING | Enable/disable OpenTelemetry tracing |
</span><span id="__span-2-13">| CAI_AGENT_TYPE | Specify the agents to use (e.g. &quot;boot2root&quot;) |
</span><span id="__span-2-14">| CAI_PRICE_LIMIT | Price limit for the conversation in dollars |
</span><span id="__span-2-15">| CAI_WORKSPACE | Defines the name of the workspace |
</span><span id="__span-2-16">| CAI_GUARDRAILS | Enable/disable guardrails for prompt injection protection (default: true) |
</span></code></pre></div>
<h2 id="setting-environment-variables">Setting Environment Variables</h2>
<p>There are several ways to configure environment variables for CAI:</p>
<hr />
<h4 id="1-using-the-env-file">1. Using the <code>.env</code> file</h4>
<div class="language-text highlight"><pre><span></span><code><span id="__span-3-1"># Add any env variable to your .env file
</span><span id="__span-3-2">CAI_PRICE_LIMIT=&quot;0.004&quot;
</span><span id="__span-3-3">CAI_MODEL=&quot;qwen2.5:72b&quot;
</span></code></pre></div>
<h4 id="2-command-line-parameters">2. Command-line parameters</h4>
<p>Pass variables directly when launching CAI</p>
<div class="language-text highlight"><pre><span></span><code><span id="__span-4-1">CAI_PRICE_LIMIT=&quot;0.004&quot; CAI_MODEL=&quot;qwen2.5:72b&quot; cai
</span></code></pre></div>
<h4 id="3-runtime-configuration">3. Runtime configuration</h4>
<p>After running CAI, use <code>/env list</code> for the numbered catalog (current values and indices), or bare <code>/env</code> for <code>CAI_*</code> / <code>CTF_*</code> in the session.</p>
<div class="language-text highlight"><pre><span></span><code><span id="__span-5-1"> /env set &lt;number&gt; &lt;value&gt; # configure a catalog variable; see `env.py` or type `/help`
</span></code></pre></div>
<div class="language-text highlight"><pre><span></span><code><span id="__span-6-1"> cai
</span><span id="__span-6-2"> /env list # numbered table: pick the # column for /env set
</span><span id="__span-6-3"> /env set &lt;number&gt; 0.004 # example: set CAI_PRICE_LIMIT after matching its row number
</span></code></pre></div>
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