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    <title>Outbox on Agent-Mesh Tech Blog</title>
    <link>https://ggrryta.github.io/agent-mesh/en/tags/outbox/</link>
    <description>Recent content in Outbox on Agent-Mesh Tech Blog</description>
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    <lastBuildDate>Tue, 19 May 2026 00:00:00 +0000</lastBuildDate>
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      <title>Messaging Infrastructure: Building a Reliable Distributed Communication System for AI Agents</title>
      <link>https://ggrryta.github.io/agent-mesh/en/posts/messaging-infrastructure/</link>
      <pubDate>Tue, 19 May 2026 00:00:00 +0000</pubDate>
      <guid>https://ggrryta.github.io/agent-mesh/en/posts/messaging-infrastructure/</guid>
      <description>A deep dive into Agent Mesh&amp;rsquo;s messaging infrastructure — how Kafka + Transactional Outbox achieves no message loss, no duplicates, and ordered delivery, plus handling of various failure scenarios.</description>
      <content:encoded><![CDATA[<blockquote>
<p>This post details the messaging infrastructure design of the Agent Mesh project — how multiple AI agents achieve reliable, ordered, loss-free asynchronous communication through Kafka + Transactional Outbox.</p>
</blockquote>
<h2 id="1-problem-background">1. Problem Background</h2>
<p>The core challenge of multi-agent collaboration systems isn&rsquo;t LLM reasoning — it&rsquo;s <strong>message delivery</strong>. When Alice Agent wants to ask Bob Agent a question:</p>
<ul>
<li>Messages can&rsquo;t be lost (Bob must receive it)</li>
<li>Messages can&rsquo;t be duplicated (Bob shouldn&rsquo;t answer the same question twice)</li>
<li>Messages must be ordered (Alice sends M1, M2; Bob must receive them in order)</li>
<li>Must not block (Alice can&rsquo;t wait idle for Bob&rsquo;s reply; she needs to continue working)</li>
<li>Must handle backpressure (new messages can&rsquo;t be lost while Bob is doing long reasoning)</li>
</ul>
<p>The traditional HTTP request-response model can&rsquo;t meet these requirements — agent reasoning takes 10-30 seconds; synchronous calls won&rsquo;t work.</p>
<h2 id="2-overall-architecture">2. Overall Architecture</h2>
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<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;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>┌─────────────────────────────────────────────────────────────────────────┐
</span></span><span style="display:flex;"><span>│                         Complete Message Chain                            │
</span></span><span style="display:flex;"><span>│                                                                         │
</span></span><span style="display:flex;"><span>│  Alice (meshd)          API Gateway         Messaging Svc               │
</span></span><span style="display:flex;"><span>│  ┌──────────┐          ┌──────────┐        ┌──────────────┐            │
</span></span><span style="display:flex;"><span>│  │ LLM      │─ HTTP ──▶│  :8080   │──route─▶│    :8082     │            │
</span></span><span style="display:flex;"><span>│  │ Reasoning │          │ Rate/Auth│        │              │            │
</span></span><span style="display:flex;"><span>│  │           │          └──────────┘        │  ┌────────┐  │            │
</span></span><span style="display:flex;"><span>│  │ mesh_send │                              │  │ BEGIN  │  │            │
</span></span><span style="display:flex;"><span>│  │ _message  │                              │  │  TX    │  │            │
</span></span><span style="display:flex;"><span>│  └──────────┘                               │  ├────────┤  │            │
</span></span><span style="display:flex;"><span>│                                             │  │INSERT  │  │            │
</span></span><span style="display:flex;"><span>│                                             │  │ task   │  │            │
</span></span><span style="display:flex;"><span>│                                             │  │messages│  │            │
</span></span><span style="display:flex;"><span>│                                             │  ├────────┤  │            │
</span></span><span style="display:flex;"><span>│                                             │  │INSERT  │  │            │
</span></span><span style="display:flex;"><span>│                                             │  │outbox  │  │            │
</span></span><span style="display:flex;"><span>│                                             │  │events  │  │            │
</span></span><span style="display:flex;"><span>│                                             │  ├────────┤  │            │
</span></span><span style="display:flex;"><span>│                                             │  │COMMIT  │  │            │
</span></span><span style="display:flex;"><span>│                                             │  └────────┘  │            │
</span></span><span style="display:flex;"><span>│                                             │       │      │            │
</span></span><span style="display:flex;"><span>│                                             │       ▼      │            │
</span></span><span style="display:flex;"><span>│                                             │  ┌────────┐  │            │
</span></span><span style="display:flex;"><span>│                                             │  │Outbox  │  │            │
</span></span><span style="display:flex;"><span>│                                             │  │Dispatch│  │            │
</span></span><span style="display:flex;"><span>│                                             │  │(1s poll)│  │            │
</span></span><span style="display:flex;"><span>│                                             │  └───┬────┘  │            │
</span></span><span style="display:flex;"><span>│                                             └──────┼───────┘            │
</span></span><span style="display:flex;"><span>│                                                    │                    │
</span></span><span style="display:flex;"><span>│                                                    ▼                    │
</span></span><span style="display:flex;"><span>│                                             ┌──────────────┐            │
</span></span><span style="display:flex;"><span>│                                             │    Kafka      │            │
</span></span><span style="display:flex;"><span>│                                             │              │            │
</span></span><span style="display:flex;"><span>│                                             │ topic:       │            │
</span></span><span style="display:flex;"><span>│                                             │ inbox.events │            │
</span></span><span style="display:flex;"><span>│                                             │              │            │
</span></span><span style="display:flex;"><span>│                                             │ key=bob      │            │
</span></span><span style="display:flex;"><span>│                                             │ partition 3  │            │
</span></span><span style="display:flex;"><span>│                                             └──────┬───────┘            │
</span></span><span style="display:flex;"><span>│                                                    │                    │
</span></span><span style="display:flex;"><span>│                                                    ▼                    │
</span></span><span style="display:flex;"><span>│  Bob (meshd)                                                            │
</span></span><span style="display:flex;"><span>│  ┌──────────────────────────────────┐                                   │
</span></span><span style="display:flex;"><span>│  │ Kafka Consumer                    │                                   │
</span></span><span style="display:flex;"><span>│  │ groupId=meshd-bob-coder@example       │                                   │
</span></span><span style="display:flex;"><span>│  │                                   │                                   │
</span></span><span style="display:flex;"><span>│  │  ┌─────────┐  ┌──────┐  ┌─────┐ │                                   │
</span></span><span style="display:flex;"><span>│  │  │ Dedup   │─▶│Handle│─▶│ LLM │ │                                   │
</span></span><span style="display:flex;"><span>│  │  │ Check   │  │Event │  │     │ │                                   │
</span></span><span style="display:flex;"><span>│  │  └─────────┘  └──────┘  └──┬──┘ │                                   │
</span></span><span style="display:flex;"><span>│  │                             │     │                                   │
</span></span><span style="display:flex;"><span>│  │                        mesh_reply │                                   │
</span></span><span style="display:flex;"><span>│  │                             │     │                                   │
</span></span><span style="display:flex;"><span>│  └─────────────────────────────┼─────┘                                   │
</span></span><span style="display:flex;"><span>│                                │                                         │
</span></span><span style="display:flex;"><span>│                                ▼                                         │
</span></span><span style="display:flex;"><span>│                    (Same chain back to Alice)                             │
</span></span><span style="display:flex;"><span>└─────────────────────────────────────────────────────────────────────────┘
</span></span></code></pre></td></tr></table>
</div>
</div><h2 id="3-core-design-transactional-outbox">3. Core Design: Transactional Outbox</h2>
<h3 id="why-not-write-directly-to-kafka">Why Not Write Directly to Kafka?</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-1-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-1-1">1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-1-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-1-2">2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-1-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-1-3">3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-1-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-1-4">4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-1-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-1-5">5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-1-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-1-6">6</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-go" data-lang="go"><span style="display:flex;"><span><span style="color:#75715e">// ❌ Wrong: DB write and Kafka send are not atomic</span>
</span></span><span style="display:flex;"><span><span style="color:#66d9ef">func</span> <span style="color:#a6e22e">AppendMessage</span>(<span style="color:#a6e22e">ctx</span>, <span style="color:#a6e22e">msg</span>) {
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">db</span>.<span style="color:#a6e22e">Insert</span>(<span style="color:#a6e22e">msg</span>)           <span style="color:#75715e">// ← succeeds</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">kafka</span>.<span style="color:#a6e22e">Produce</span>(<span style="color:#a6e22e">msg</span>)       <span style="color:#75715e">// ← if this fails, message is in DB but not in Kafka</span>
</span></span><span style="display:flex;"><span>                             <span style="color:#75715e">//    receiver never knows about the new message</span>
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></td></tr></table>
</div>
</div><p>DB transactions and Kafka produce are two independent systems that can&rsquo;t be wrapped in a single transaction.</p>
<h3 id="outbox-pattern-solves-atomicity">Outbox Pattern Solves Atomicity</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-12">12</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-13"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-13">13</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-14"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-14">14</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-15"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-15">15</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-16"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-16">16</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-17"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-17">17</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-18"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-18">18</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-19"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-19">19</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-20"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-20">20</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-21"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-21">21</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-22"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-22">22</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-23"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-23">23</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-24"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-24">24</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-25"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-25">25</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-2-26"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-2-26">26</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-go" data-lang="go"><span style="display:flex;"><span><span style="color:#75715e">// ✅ Correct: Business data and delivery instruction in the same transaction</span>
</span></span><span style="display:flex;"><span><span style="color:#66d9ef">func</span> <span style="color:#a6e22e">AppendMessage</span>(<span style="color:#a6e22e">ctx</span>, <span style="color:#a6e22e">msg</span>) {
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">tx</span> <span style="color:#f92672">:=</span> <span style="color:#a6e22e">db</span>.<span style="color:#a6e22e">Begin</span>()
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">tx</span>.<span style="color:#a6e22e">Insert</span>(<span style="color:#e6db74">&#34;task_messages&#34;</span>, <span style="color:#a6e22e">msg</span>)              <span style="color:#75715e">// Business data</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">tx</span>.<span style="color:#a6e22e">Insert</span>(<span style="color:#e6db74">&#34;outbox_events&#34;</span>, {                 <span style="color:#75715e">// Delivery instruction</span>
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">event_type</span>: <span style="color:#e6db74">&#34;inbox.message:bob&#34;</span>,
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">payload</span>: <span style="color:#a6e22e">serialize</span>(<span style="color:#a6e22e">msg</span>),
</span></span><span style="display:flex;"><span>    })
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">tx</span>.<span style="color:#a6e22e">Commit</span>()  <span style="color:#75715e">// Atomic: either both succeed or both fail</span>
</span></span><span style="display:flex;"><span>}
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span><span style="color:#75715e">// Background Dispatcher (independent goroutine)</span>
</span></span><span style="display:flex;"><span><span style="color:#66d9ef">func</span> <span style="color:#a6e22e">Dispatcher</span>.<span style="color:#a6e22e">Run</span>() {
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">every</span> <span style="color:#ae81ff">1</span> <span style="color:#a6e22e">second</span>:
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">events</span> = <span style="color:#a6e22e">SELECT</span> <span style="color:#f92672">...</span> <span style="color:#a6e22e">FROM</span> <span style="color:#a6e22e">outbox_events</span>
</span></span><span style="display:flex;"><span>                 <span style="color:#a6e22e">WHERE</span> <span style="color:#a6e22e">status</span>=<span style="color:#960050;background-color:#1e0010">&#39;</span><span style="color:#a6e22e">pending</span><span style="color:#960050;background-color:#1e0010">&#39;</span>
</span></span><span style="display:flex;"><span>                 <span style="color:#a6e22e">FOR</span> <span style="color:#a6e22e">UPDATE</span> <span style="color:#a6e22e">SKIP</span> <span style="color:#a6e22e">LOCKED</span>  <span style="color:#75715e">// Safe for multiple instances</span>
</span></span><span style="display:flex;"><span>                 <span style="color:#a6e22e">LIMIT</span> <span style="color:#ae81ff">50</span>
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>        <span style="color:#66d9ef">for</span> <span style="color:#a6e22e">event</span> <span style="color:#a6e22e">in</span> <span style="color:#a6e22e">events</span>:
</span></span><span style="display:flex;"><span>            <span style="color:#a6e22e">err</span> = <span style="color:#a6e22e">kafka</span>.<span style="color:#a6e22e">Produce</span>(<span style="color:#a6e22e">event</span>.<span style="color:#a6e22e">topic</span>, <span style="color:#a6e22e">event</span>.<span style="color:#a6e22e">key</span>, <span style="color:#a6e22e">event</span>.<span style="color:#a6e22e">payload</span>)
</span></span><span style="display:flex;"><span>            <span style="color:#66d9ef">if</span> <span style="color:#a6e22e">err</span> <span style="color:#f92672">==</span> <span style="color:#66d9ef">nil</span>:
</span></span><span style="display:flex;"><span>                <span style="color:#a6e22e">UPDATE</span> <span style="color:#a6e22e">outbox_events</span> <span style="color:#a6e22e">SET</span> <span style="color:#a6e22e">status</span>=<span style="color:#960050;background-color:#1e0010">&#39;</span><span style="color:#a6e22e">sent</span><span style="color:#960050;background-color:#1e0010">&#39;</span>
</span></span><span style="display:flex;"><span>            <span style="color:#66d9ef">else</span>:
</span></span><span style="display:flex;"><span>                <span style="color:#a6e22e">UPDATE</span> <span style="color:#a6e22e">outbox_events</span> <span style="color:#a6e22e">SET</span> <span style="color:#a6e22e">retries</span><span style="color:#f92672">++</span>, <span style="color:#a6e22e">next_run_at</span>=<span style="color:#a6e22e">now</span>()<span style="color:#f92672">+</span><span style="color:#a6e22e">backoff</span>
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></td></tr></table>
</div>
</div><p><strong>Guarantee</strong>: As long as the DB transaction COMMITs successfully, the message will definitely be delivered to Kafka (Dispatcher retries until success).</p>
<h2 id="4-message-ordering">4. Message Ordering</h2>
<h3 id="guarantee-chain">Guarantee Chain</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-12">12</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-13"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-13">13</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-14"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-14">14</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-15"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-15">15</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-16"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-16">16</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-17"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-17">17</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-3-18"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-3-18">18</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>Write order guarantee:
</span></span><span style="display:flex;"><span>  Alice sends M1 → outbox id=100
</span></span><span style="display:flex;"><span>  Alice sends M2 → outbox id=101
</span></span><span style="display:flex;"><span>  (Serial writes, id monotonically increasing)
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>Dispatcher scan order guarantee:
</span></span><span style="display:flex;"><span>  SELECT ... ORDER BY id ASC
</span></span><span style="display:flex;"><span>  → Scans id=100 (M1) first, then id=101 (M2)
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>Kafka partition order guarantee:
</span></span><span style="display:flex;"><span>  key = &#34;bob-coder@example&#34; (recipient agent_id)
</span></span><span style="display:flex;"><span>  → Same key routes to same partition
</span></span><span style="display:flex;"><span>  → Offsets strictly increasing within partition
</span></span><span style="display:flex;"><span>  → M1 offset=50, M2 offset=51
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>Consumer consumption order guarantee:
</span></span><span style="display:flex;"><span>  eachMessage processed serially (no concurrency)
</span></span><span style="display:flex;"><span>  → Process M1 first, then M2 after completion
</span></span></code></pre></td></tr></table>
</div>
</div><h3 id="no-global-order-across-tasks">No Global Order Across Tasks</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-4-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-4-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-4-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-4-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-4-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-4-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-4-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-4-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-4-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-4-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-4-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-4-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-4-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-4-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-4-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-4-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-4-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-4-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-4-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-4-10">10</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>Alice → Bob: M1 (task-1)
</span></span><span style="display:flex;"><span>Charlie → Bob: M2 (task-2)
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>Two messages may be written to outbox by different Messaging Svc instances
</span></span><span style="display:flex;"><span>→ Different Dispatcher instances send to Kafka in unpredictable order
</span></span><span style="display:flex;"><span>→ Bob may receive M2 before M1
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>But this is acceptable:
</span></span><span style="display:flex;"><span>  - Different tasks have no causal relationship
</span></span><span style="display:flex;"><span>  - Strict ordering within a single task (messages can only be appended serially by both parties)
</span></span></code></pre></td></tr></table>
</div>
</div><h2 id="5-no-message-loss">5. No Message Loss</h2>
<h3 id="persistence-guarantee-at-every-stage">Persistence Guarantee at Every Stage</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-12">12</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-13"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-13">13</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-14"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-14">14</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-15"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-15">15</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-16"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-16">16</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-17"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-17">17</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-18"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-18">18</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-19"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-19">19</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-20"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-20">20</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-21"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-21">21</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-22"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-22">22</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-23"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-23">23</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-24"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-24">24</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-25"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-25">25</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-26"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-26">26</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-27"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-27">27</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-28"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-28">28</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-29"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-29">29</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-30"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-30">30</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-31"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-31">31</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-32"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-32">32</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-33"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-33">33</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-34"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-34">34</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-5-35"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-5-35">35</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>┌──────────────────────────────────────────────────────────────┐
</span></span><span style="display:flex;"><span>│                    No Message Loss Guarantee Chain             │
</span></span><span style="display:flex;"><span>├──────────────────────────────────────────────────────────────┤
</span></span><span style="display:flex;"><span>│                                                              │
</span></span><span style="display:flex;"><span>│  ① HTTP request arrives                                      │
</span></span><span style="display:flex;"><span>│     │  Failure → client gets error → retry                   │
</span></span><span style="display:flex;"><span>│     ▼                                                        │
</span></span><span style="display:flex;"><span>│  ② DB transaction COMMIT                                     │
</span></span><span style="display:flex;"><span>│     │  Success = data persisted to MySQL WAL                 │
</span></span><span style="display:flex;"><span>│     │  Failure → client gets error → retry                   │
</span></span><span style="display:flex;"><span>│     ▼                                                        │
</span></span><span style="display:flex;"><span>│  ③ Outbox table (same transaction)                           │
</span></span><span style="display:flex;"><span>│     │  COMMIT success = outbox definitely has a record       │
</span></span><span style="display:flex;"><span>│     ▼                                                        │
</span></span><span style="display:flex;"><span>│  ④ Dispatcher scan                                           │
</span></span><span style="display:flex;"><span>│     │  FOR UPDATE SKIP LOCKED → still scannable after crash  │
</span></span><span style="display:flex;"><span>│     ▼                                                        │
</span></span><span style="display:flex;"><span>│  ⑤ Kafka produce                                             │
</span></span><span style="display:flex;"><span>│     │  Success → MarkSent (no more retries)                  │
</span></span><span style="display:flex;"><span>│     │  Failure → IncrRetry + exponential backoff (max 10)    │
</span></span><span style="display:flex;"><span>│     │  10 failures → MarkFailed + alert                      │
</span></span><span style="display:flex;"><span>│     ▼                                                        │
</span></span><span style="display:flex;"><span>│  ⑥ Kafka persistence                                         │
</span></span><span style="display:flex;"><span>│     │  acks=all + replication.factor=3                       │
</span></span><span style="display:flex;"><span>│     │  7-day retention                                       │
</span></span><span style="display:flex;"><span>│     ▼                                                        │
</span></span><span style="display:flex;"><span>│  ⑦ Consumer consumption                                      │
</span></span><span style="display:flex;"><span>│     │  Processed → autoCommit offset                         │
</span></span><span style="display:flex;"><span>│     │  Crash during processing → offset not committed        │
</span></span><span style="display:flex;"><span>│     │  → re-consumed after restart                           │
</span></span><span style="display:flex;"><span>│     │  → dedup prevents duplicate processing                 │
</span></span><span style="display:flex;"><span>│     ▼                                                        │
</span></span><span style="display:flex;"><span>│  ⑧ Message delivered ✅                                      │
</span></span><span style="display:flex;"><span>│                                                              │
</span></span><span style="display:flex;"><span>└──────────────────────────────────────────────────────────────┘
</span></span></code></pre></td></tr></table>
</div>
</div><h3 id="dispatcher-retry-strategy">Dispatcher Retry Strategy</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-6-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-6-1">1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-6-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-6-2">2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-6-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-6-3">3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-6-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-6-4">4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-6-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-6-5">5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-6-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-6-6">6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-6-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-6-7">7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-6-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-6-8">8</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>1st failure → wait 5s retry
</span></span><span style="display:flex;"><span>2nd failure → wait 10s retry
</span></span><span style="display:flex;"><span>3rd failure → wait 20s retry
</span></span><span style="display:flex;"><span>...
</span></span><span style="display:flex;"><span>10th failure → MarkFailed (manual intervention)
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>Exponential backoff formula: delay = 5s × 2^retries
</span></span><span style="display:flex;"><span>Maximum wait: 5s × 2^9 = 2560s ≈ 42 minutes
</span></span></code></pre></td></tr></table>
</div>
</div><h2 id="6-no-duplicates-strict-idempotency">6. No Duplicates (Strict Idempotency)</h2>
<h3 id="three-layer-defense">Three-Layer Defense</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-12">12</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-13"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-13">13</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-14"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-14">14</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-15"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-15">15</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-16"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-16">16</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-17"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-17">17</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-18"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-18">18</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-19"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-19">19</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-20"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-20">20</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-21"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-21">21</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-22"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-22">22</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-23"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-23">23</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-24"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-24">24</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-25"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-25">25</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-26"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-26">26</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-27"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-27">27</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-28"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-28">28</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-29"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-29">29</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-30"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-30">30</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-31"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-31">31</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-32"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-32">32</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-33"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-33">33</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-34"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-34">34</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-35"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-35">35</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-36"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-36">36</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-37"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-37">37</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-38"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-38">38</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-39"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-39">39</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-40"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-40">40</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-41"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-41">41</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-7-42"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-7-42">42</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-gdscript3" data-lang="gdscript3"><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">┌─────────────────────────────────────────────────────┐</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>              No Duplicates: Three<span style="color:#f92672">-</span>Layer Defense       <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">├─────────────────────────────────────────────────────┤</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>                                                     <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  Layer <span style="color:#ae81ff">1</span>: DB UNIQUE Constraint (write side)          <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">┌─────────────────────────────────────────┐</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span> UNIQUE KEY uk_message_id (message_id)    <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>                                         <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span> Same message written twice to DB:        <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>   <span style="color:#ae81ff">1</span>st time: INSERT succeeds              <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>   <span style="color:#ae81ff">2</span>nd time: UNIQUE conflict <span style="color:#960050;background-color:#1e0010">→</span> <span style="color:#66d9ef">return</span>     <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>             existing record              <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>   <span style="color:#960050;background-color:#1e0010">→</span> No duplicate rows                   <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">└─────────────────────────────────────────┘</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>                                                     <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  Layer <span style="color:#ae81ff">2</span>: Consumer Dedup Store (consume side)        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">┌─────────────────────────────────────────┐</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span> In<span style="color:#f92672">-</span>memory Set <span style="color:#f92672">+</span> disk persistence          <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span> Sliding window: keep last <span style="color:#ae81ff">500</span> message_ids <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>                                         <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span> Message arrives <span style="color:#960050;background-color:#1e0010">→</span> dedup<span style="color:#f92672">.</span>has(id)<span style="color:#960050;background-color:#1e0010">?</span>         <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>   true  <span style="color:#960050;background-color:#1e0010">→</span> skip (don<span style="color:#e6db74">&#39;t trigger LLM)      │        │</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>   false <span style="color:#960050;background-color:#1e0010">→</span> process <span style="color:#960050;background-color:#1e0010">→</span> dedup<span style="color:#f92672">.</span>mark(id)      <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>                                         <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span> Crash recovery:                          <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>   Restart <span style="color:#960050;background-color:#1e0010">→</span> load() from disk             <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>   <span style="color:#960050;background-color:#1e0010">→</span> Already<span style="color:#f92672">-</span>processed messages won<span style="color:#e6db74">&#39;t be  │        │</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>     reprocessed                          <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">└─────────────────────────────────────────┘</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>                                                     <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  Layer <span style="color:#ae81ff">3</span>: Globally Unique message_id (generation)    <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">┌─────────────────────────────────────────┐</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span> Format: {prefix}<span style="color:#f92672">-</span>{agent_id}<span style="color:#f92672">-</span>{timestamp}<span style="color:#f92672">-</span> <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>         {<span style="color:#ae81ff">8</span><span style="color:#f92672">-</span>char random}                  <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>                                         <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span> Collision probability:                   <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>   <span style="color:#ae81ff">36</span><span style="color:#f92672">^</span><span style="color:#ae81ff">8</span> <span style="color:#960050;background-color:#1e0010">≈</span> <span style="color:#ae81ff">2.8</span> trillion combinations      <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>   <span style="color:#960050;background-color:#1e0010">×</span> millisecond timestamp               <span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">│</span>   <span style="color:#960050;background-color:#1e0010">→</span> Practical collision probability: zero<span style="color:#960050;background-color:#1e0010">│</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>  <span style="color:#960050;background-color:#1e0010">└─────────────────────────────────────────┘</span>        <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">│</span>                                                     <span style="color:#960050;background-color:#1e0010">│</span>
</span></span><span style="display:flex;"><span><span style="color:#960050;background-color:#1e0010">└─────────────────────────────────────────────────────┘</span>
</span></span></code></pre></td></tr></table>
</div>
</div><h2 id="7-backpressure-handling">7. Backpressure Handling</h2>
<h3 id="where-backpressure-occurs-and-how-to-handle-it">Where Backpressure Occurs and How to Handle It</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-12">12</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-13"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-13">13</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-14"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-14">14</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-15"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-15">15</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-16"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-16">16</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-17"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-17">17</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-18"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-18">18</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-19"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-19">19</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-20"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-20">20</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-21"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-21">21</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-22"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-22">22</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-23"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-23">23</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-24"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-24">24</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-25"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-25">25</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-26"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-26">26</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-27"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-27">27</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-28"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-28">28</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-29"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-29">29</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-30"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-30">30</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-31"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-31">31</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-32"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-32">32</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-33"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-33">33</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-34"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-34">34</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-35"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-35">35</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-36"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-36">36</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-37"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-37">37</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-8-38"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-8-38">38</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>┌─────────────────────────────────────────────────────────────┐
</span></span><span style="display:flex;"><span>│                    Backpressure Strategy                      │
</span></span><span style="display:flex;"><span>├─────────────────────────────────────────────────────────────┤
</span></span><span style="display:flex;"><span>│                                                             │
</span></span><span style="display:flex;"><span>│  Location 1: Outbox Table Backlog (Kafka unavailable)        │
</span></span><span style="display:flex;"><span>│  ┌───────────────────────────────────────────────┐          │
</span></span><span style="display:flex;"><span>│  │ Cause: Kafka broker down                       │          │
</span></span><span style="display:flex;"><span>│  │ Symptom: outbox_events pending records growing │          │
</span></span><span style="display:flex;"><span>│  │                                               │          │
</span></span><span style="display:flex;"><span>│  │ Handling:                                     │          │
</span></span><span style="display:flex;"><span>│  │   - Dispatcher keeps retrying (exp backoff)   │          │
</span></span><span style="display:flex;"><span>│  │   - Auto catches up when Kafka recovers       │          │
</span></span><span style="display:flex;"><span>│  │   - Ingress rate limiting (50 req/s/agent)    │          │
</span></span><span style="display:flex;"><span>│  │     limits growth rate                        │          │
</span></span><span style="display:flex;"><span>│  └───────────────────────────────────────────────┘          │
</span></span><span style="display:flex;"><span>│                                                             │
</span></span><span style="display:flex;"><span>│  Location 2: Kafka Consumer Lag (slow LLM reasoning)         │
</span></span><span style="display:flex;"><span>│  ┌───────────────────────────────────────────────┐          │
</span></span><span style="display:flex;"><span>│  │ Cause: Agent reasons 10-30s/msg, consume &lt;    │          │
</span></span><span style="display:flex;"><span>│  │        produce rate                           │          │
</span></span><span style="display:flex;"><span>│  │ Symptom: consumer lag grows                   │          │
</span></span><span style="display:flex;"><span>│  │                                               │          │
</span></span><span style="display:flex;"><span>│  │ Handling:                                     │          │
</span></span><span style="display:flex;"><span>│  │   - Serial consumption = natural backpressure │          │
</span></span><span style="display:flex;"><span>│  │   - Kafka retains 7 days (won&#39;t lose)         │          │
</span></span><span style="display:flex;"><span>│  │   - Latency grows linearly (10 backlog =      │          │
</span></span><span style="display:flex;"><span>│  │     100-300s delay)                           │          │
</span></span><span style="display:flex;"><span>│  └───────────────────────────────────────────────┘          │
</span></span><span style="display:flex;"><span>│                                                             │
</span></span><span style="display:flex;"><span>│  Location 3: Ingress Rate Limiting (prevent flood)           │
</span></span><span style="display:flex;"><span>│  ┌───────────────────────────────────────────────┐          │
</span></span><span style="display:flex;"><span>│  │ Mechanism: API Gateway per-agent token bucket  │          │
</span></span><span style="display:flex;"><span>│  │   - 50 req/s steady state                     │          │
</span></span><span style="display:flex;"><span>│  │   - burst 100 (allow short spikes)            │          │
</span></span><span style="display:flex;"><span>│  │   - Over limit → 429 Too Many Requests        │          │
</span></span><span style="display:flex;"><span>│  └───────────────────────────────────────────────┘          │
</span></span><span style="display:flex;"><span>│                                                             │
</span></span><span style="display:flex;"><span>└─────────────────────────────────────────────────────────────┘
</span></span></code></pre></td></tr></table>
</div>
</div><h2 id="8-failure-scenario-handling">8. Failure Scenario Handling</h2>
<h3 id="scenario-1-messaging-svc-crash">Scenario 1: Messaging Svc Crash</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-9-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-9-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-9-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-9-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-9-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-9-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-9-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-9-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-9-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-9-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-9-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-9-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-9-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-9-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-9-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-9-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-9-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-9-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-9-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-9-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-9-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-9-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-9-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-9-12">12</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-gdscript3" data-lang="gdscript3"><span style="display:flex;"><span>Timeline:
</span></span><span style="display:flex;"><span>  T<span style="color:#f92672">+</span><span style="color:#ae81ff">0</span>    Alice sends message <span style="color:#960050;background-color:#1e0010">→</span> Messaging Svc receives
</span></span><span style="display:flex;"><span>  T<span style="color:#f92672">+</span><span style="color:#ae81ff">5</span>ms  BEGIN TX <span style="color:#960050;background-color:#1e0010">→</span> INSERT task_messages <span style="color:#960050;background-color:#1e0010">→</span> INSERT outbox
</span></span><span style="display:flex;"><span>  T<span style="color:#f92672">+</span><span style="color:#ae81ff">10</span>ms Messaging Svc crashes (before COMMIT)
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>Result:
</span></span><span style="display:flex;"><span>  <span style="color:#f92672">-</span> TX auto ROLLBACK <span style="color:#960050;background-color:#1e0010">→</span> neither business data nor outbox written
</span></span><span style="display:flex;"><span>  <span style="color:#f92672">-</span> Alice receives HTTP <span style="color:#ae81ff">500</span> error
</span></span><span style="display:flex;"><span>  <span style="color:#f92672">-</span> Alice<span style="color:#e6db74">&#39;s meshd retries (SDK auto-retries tool call)</span>
</span></span><span style="display:flex;"><span>  <span style="color:#f92672">-</span> On retry, Messaging Svc has recovered <span style="color:#960050;background-color:#1e0010">→</span> success
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>Message lost<span style="color:#960050;background-color:#1e0010">?</span> <span style="color:#960050;background-color:#1e0010">❌</span> No (transaction guarantees atomicity)
</span></span></code></pre></td></tr></table>
</div>
</div><h3 id="scenario-2-all-kafka-brokers-down">Scenario 2: All Kafka Brokers Down</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-12">12</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-13"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-13">13</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-14"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-14">14</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-15"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-15">15</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-16"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-16">16</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-10-17"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-10-17">17</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>Timeline:
</span></span><span style="display:flex;"><span>  T+0    Message written to DB + outbox successfully
</span></span><span style="display:flex;"><span>  T+1s   Dispatcher scans → Kafka produce fails
</span></span><span style="display:flex;"><span>  T+6s   1st retry → fails
</span></span><span style="display:flex;"><span>  T+16s  2nd retry → fails
</span></span><span style="display:flex;"><span>  ...
</span></span><span style="display:flex;"><span>  T+42min 10th retry → fails → MarkFailed
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>  T+45min Kafka recovers
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>Result:
</span></span><span style="display:flex;"><span>  - Recovery within 10 retries → auto catches up, transparent
</span></span><span style="display:flex;"><span>  - Beyond 10 retries → MarkFailed → manual intervention needed
</span></span><span style="display:flex;"><span>  - Message in DB is not lost (task_messages is source of truth)
</span></span><span style="display:flex;"><span>  - Agent can use HTTP poll fallback to get messages
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>Message lost? ❌ No (DB is source of truth)
</span></span></code></pre></td></tr></table>
</div>
</div><h3 id="scenario-3-meshd-consumer-crash">Scenario 3: meshd Consumer Crash</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-12">12</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-13"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-13">13</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-14"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-14">14</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-15"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-15">15</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-16"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-16">16</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-17"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-17">17</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-18"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-18">18</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-11-19"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-11-19">19</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>Timeline:
</span></span><span style="display:flex;"><span>  T+0    Bob&#39;s consumer receives message M1
</span></span><span style="display:flex;"><span>  T+5ms  dedup check → not processed → begin processing
</span></span><span style="display:flex;"><span>  T+10s  LLM reasoning complete → mesh_reply sent
</span></span><span style="display:flex;"><span>  T+10.1s dedup.mark(M1) → persisted to disk
</span></span><span style="display:flex;"><span>  T+10.2s Kafka autoCommit offset
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>  --- If crash between T+5ms ~ T+10.1s ---
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>  T+10.5s meshd restarts
</span></span><span style="display:flex;"><span>  T+11s   Kafka consumer resumes from last committed offset
</span></span><span style="display:flex;"><span>  T+11.1s Receives M1 again
</span></span><span style="display:flex;"><span>  T+11.2s dedup.has(M1)?
</span></span><span style="display:flex;"><span>           - If mark succeeded → true → skip ✅
</span></span><span style="display:flex;"><span>           - If mark didn&#39;t succeed → false → reprocess (at-least-once)
</span></span><span style="display:flex;"><span>             → But LLM has session context, unlikely to duplicate reply
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>Message lost? ❌ No
</span></span><span style="display:flex;"><span>Message duplicated? Extremely low probability (crash window + mark not persisted)
</span></span></code></pre></td></tr></table>
</div>
</div><h2 id="9-task-activity-timeout">9. Task Activity Timeout</h2>
<p>Agents are long-task models — a task may last minutes to hours. Simple timeouts won&rsquo;t work.</p>
<h3 id="design-activity-heartbeat--ttl">Design: Activity Heartbeat + TTL</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-12">12</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-13"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-13">13</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-14"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-14">14</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-15"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-15">15</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-16"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-16">16</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-17"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-17">17</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-18"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-18">18</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-19"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-19">19</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-20"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-20">20</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-21"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-21">21</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-22"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-22">22</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-23"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-23">23</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-12-24"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-12-24">24</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span>┌─────────────────────────────────────────────────────┐
</span></span><span style="display:flex;"><span>│              Task Activity Timeout Mechanism          │
</span></span><span style="display:flex;"><span>├─────────────────────────────────────────────────────┤
</span></span><span style="display:flex;"><span>│                                                     │
</span></span><span style="display:flex;"><span>│  Refresh updated_at on every task action:            │
</span></span><span style="display:flex;"><span>│                                                     │
</span></span><span style="display:flex;"><span>│  AppendMessage  → UPDATE task SET task_id=task_id   │
</span></span><span style="display:flex;"><span>│                   (triggers ON UPDATE TIMESTAMP)     │
</span></span><span style="display:flex;"><span>│  AppendArtifact → TouchActivity(task_id)            │
</span></span><span style="display:flex;"><span>│  Transition     → TransitionStatus itself UPDATEs   │
</span></span><span style="display:flex;"><span>│                                                     │
</span></span><span style="display:flex;"><span>│  Periodic scan (every 5 minutes):                    │
</span></span><span style="display:flex;"><span>│  SELECT * FROM reliable_async_tasks                 │
</span></span><span style="display:flex;"><span>│  WHERE status IN (&#39;submitted&#39;,&#39;working&#39;)            │
</span></span><span style="display:flex;"><span>│    AND updated_at &lt; NOW() - INTERVAL 24 HOUR       │
</span></span><span style="display:flex;"><span>│                                                     │
</span></span><span style="display:flex;"><span>│  → Over 24h with no activity → mark failed          │
</span></span><span style="display:flex;"><span>│  → Notify both agents                              │
</span></span><span style="display:flex;"><span>│                                                     │
</span></span><span style="display:flex;"><span>│  Actively running task (new message every few secs): │
</span></span><span style="display:flex;"><span>│  → updated_at continuously refreshed                │
</span></span><span style="display:flex;"><span>│  → Will never time out                             │
</span></span><span style="display:flex;"><span>│                                                     │
</span></span><span style="display:flex;"><span>└─────────────────────────────────────────────────────┘
</span></span></code></pre></td></tr></table>
</div>
</div><h2 id="10-monitoring-metrics">10. Monitoring Metrics</h2>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-12">12</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-13"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-13">13</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-14"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-14">14</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-15"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-15">15</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-16"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-16">16</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-13-17"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-13-17">17</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-fallback" data-lang="fallback"><span style="display:flex;"><span># Outbox backlog depth
</span></span><span style="display:flex;"><span>agent_mesh_outbox_pending_total{status=&#34;pending&#34;}
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span># Kafka consumer lag
</span></span><span style="display:flex;"><span>agent_mesh_consumer_lag{agent_id=&#34;bob-coder@example&#34;, topic=&#34;inbox.events&#34;}
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span># End-to-end message latency (from outbox write to consumer processing)
</span></span><span style="display:flex;"><span>agent_mesh_message_e2e_latency_seconds{quantile=&#34;0.99&#34;}
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span># Dispatcher send success/failure rate
</span></span><span style="display:flex;"><span>agent_mesh_outbox_dispatch_total{result=&#34;sent|failed&#34;}
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span># Dedup hit rate (proportion of duplicate messages intercepted)
</span></span><span style="display:flex;"><span>agent_mesh_dedup_hit_total{agent_id=&#34;...&#34;}
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span># Task timeout count
</span></span><span style="display:flex;"><span>agent_mesh_task_timeout_total
</span></span></code></pre></td></tr></table>
</div>
</div><h2 id="11-code-implementation-reference">11. Code Implementation Reference</h2>
<p>The designs above are implemented in the project codebase. Key references:</p>
<h3 id="outbox-dispatcher-core-structure">Outbox Dispatcher Core Structure</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-12">12</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-13"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-13">13</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-14"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-14">14</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-15"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-15">15</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-16"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-16">16</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-17"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-17">17</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-18"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-18">18</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-19"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-19">19</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-14-20"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-14-20">20</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-go" data-lang="go"><span style="display:flex;"><span><span style="color:#75715e">// gateway/internal/domain/outbox/dispatcher.go</span>
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span><span style="color:#66d9ef">type</span> <span style="color:#a6e22e">Dispatcher</span> <span style="color:#66d9ef">struct</span> {
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">repo</span>    <span style="color:#a6e22e">Repo</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">handler</span> <span style="color:#a6e22e">Handler</span>  <span style="color:#75715e">// Typically Kafka publish</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">log</span>     <span style="color:#f92672">*</span><span style="color:#a6e22e">zap</span>.<span style="color:#a6e22e">Logger</span>
</span></span><span style="display:flex;"><span>}
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span><span style="color:#66d9ef">type</span> <span style="color:#a6e22e">Handler</span> <span style="color:#66d9ef">func</span>(<span style="color:#a6e22e">ctx</span> <span style="color:#a6e22e">context</span>.<span style="color:#a6e22e">Context</span>, <span style="color:#a6e22e">event</span> <span style="color:#f92672">*</span><span style="color:#a6e22e">Event</span>) <span style="color:#66d9ef">error</span>
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span><span style="color:#66d9ef">type</span> <span style="color:#a6e22e">Event</span> <span style="color:#66d9ef">struct</span> {
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">ID</span>          <span style="color:#66d9ef">int64</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">EventType</span>   <span style="color:#66d9ef">string</span>           <span style="color:#75715e">// e.g. &#34;inbox.message:bob-coder@example&#34;</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">Payload</span>     <span style="color:#a6e22e">json</span>.<span style="color:#a6e22e">RawMessage</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">Status</span>      <span style="color:#a6e22e">Status</span>           <span style="color:#75715e">// pending | sent | failed</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">Retries</span>     <span style="color:#66d9ef">int</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">NextRetryAt</span> <span style="color:#f92672">*</span><span style="color:#a6e22e">time</span>.<span style="color:#a6e22e">Time</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">CreatedAt</span>   <span style="color:#a6e22e">time</span>.<span style="color:#a6e22e">Time</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">SentAt</span>      <span style="color:#f92672">*</span><span style="color:#a6e22e">time</span>.<span style="color:#a6e22e">Time</span>
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></td></tr></table>
</div>
</div><h3 id="kafka-producer-configuration">Kafka Producer Configuration</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-15-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-15-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-15-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-15-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-15-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-15-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-15-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-15-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-15-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-15-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-15-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-15-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-15-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-15-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-15-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-15-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-15-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-15-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-15-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-15-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-15-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-15-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-15-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-15-12">12</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-go" data-lang="go"><span style="display:flex;"><span><span style="color:#75715e">// gateway/internal/infra/kafka/producer.go</span>
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span><span style="color:#66d9ef">func</span> <span style="color:#a6e22e">NewProducer</span>(<span style="color:#a6e22e">brokers</span> []<span style="color:#66d9ef">string</span>, <span style="color:#a6e22e">log</span> <span style="color:#f92672">*</span><span style="color:#a6e22e">zap</span>.<span style="color:#a6e22e">Logger</span>) <span style="color:#f92672">*</span><span style="color:#a6e22e">Producer</span> {
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">w</span> <span style="color:#f92672">:=</span> <span style="color:#f92672">&amp;</span><span style="color:#a6e22e">kafka</span>.<span style="color:#a6e22e">Writer</span>{
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">Addr</span>:         <span style="color:#a6e22e">kafka</span>.<span style="color:#a6e22e">TCP</span>(<span style="color:#a6e22e">brokers</span><span style="color:#f92672">...</span>),
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">Balancer</span>:     <span style="color:#f92672">&amp;</span><span style="color:#a6e22e">kafka</span>.<span style="color:#a6e22e">Hash</span>{},  <span style="color:#75715e">// Hash by key for partition routing</span>
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">Async</span>:        <span style="color:#66d9ef">true</span>,
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">BatchTimeout</span>: <span style="color:#ae81ff">10</span> <span style="color:#f92672">*</span> <span style="color:#a6e22e">time</span>.<span style="color:#a6e22e">Millisecond</span>,
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">BatchSize</span>:    <span style="color:#ae81ff">100</span>,
</span></span><span style="display:flex;"><span>    }
</span></span><span style="display:flex;"><span>    <span style="color:#66d9ef">return</span> <span style="color:#f92672">&amp;</span><span style="color:#a6e22e">Producer</span>{<span style="color:#a6e22e">writer</span>: <span style="color:#a6e22e">w</span>, <span style="color:#a6e22e">log</span>: <span style="color:#a6e22e">log</span>}
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></td></tr></table>
</div>
</div><h3 id="idempotent-message-write-db-unique-constraint">Idempotent Message Write (DB UNIQUE Constraint)</h3>
<div class="highlight"><div style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;-webkit-text-size-adjust:none;">
<table style="border-spacing:0;padding:0;margin:0;border:0;"><tr><td style="vertical-align:top;padding:0;margin:0;border:0;">
<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;"><code><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-1"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-1"> 1</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-2"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-2"> 2</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-3"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-3"> 3</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-4"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-4"> 4</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-5"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-5"> 5</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-6"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-6"> 6</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-7"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-7"> 7</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-8"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-8"> 8</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-9"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-9"> 9</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-10"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-10">10</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-11"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-11">11</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-12"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-12">12</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-13"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-13">13</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-14"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-14">14</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-15"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-15">15</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-16"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-16">16</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-17"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-17">17</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-18"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-18">18</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-19"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-19">19</a>
</span><span style="white-space:pre;-webkit-user-select:none;user-select:none;margin-right:0.4em;padding:0 0.4em 0 0.4em;color:#7f7f7f" id="hl-16-20"><a style="outline:none;text-decoration:none;color:inherit" href="#hl-16-20">20</a>
</span></code></pre></td>
<td style="vertical-align:top;padding:0;margin:0;border:0;;width:100%">
<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;"><code class="language-go" data-lang="go"><span style="display:flex;"><span><span style="color:#75715e">// gateway/internal/domain/task/repo.go</span>
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span><span style="color:#66d9ef">func</span> (<span style="color:#a6e22e">r</span> <span style="color:#f92672">*</span><span style="color:#a6e22e">SQLRepo</span>) <span style="color:#a6e22e">AppendMessage</span>(<span style="color:#a6e22e">ctx</span> <span style="color:#a6e22e">context</span>.<span style="color:#a6e22e">Context</span>, <span style="color:#a6e22e">m</span> <span style="color:#f92672">*</span><span style="color:#a6e22e">Message</span>) (<span style="color:#f92672">*</span><span style="color:#a6e22e">Message</span>, <span style="color:#66d9ef">error</span>) {
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">_</span>, <span style="color:#a6e22e">err</span> <span style="color:#f92672">:=</span> <span style="color:#a6e22e">r</span>.<span style="color:#a6e22e">db</span>.<span style="color:#a6e22e">ExecContext</span>(<span style="color:#a6e22e">ctx</span>, <span style="color:#e6db74">`
</span></span></span><span style="display:flex;"><span><span style="color:#e6db74">        INSERT INTO task_messages
</span></span></span><span style="display:flex;"><span><span style="color:#e6db74">            (message_id, task_id, context_id, role, parts_json, ...)
</span></span></span><span style="display:flex;"><span><span style="color:#e6db74">        VALUES (?, ?, ?, ...)`</span>,
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">m</span>.<span style="color:#a6e22e">MessageID</span>, <span style="color:#a6e22e">m</span>.<span style="color:#a6e22e">TaskID</span>, <span style="color:#a6e22e">m</span>.<span style="color:#a6e22e">ContextID</span>, string(<span style="color:#a6e22e">m</span>.<span style="color:#a6e22e">Role</span>), <span style="color:#f92672">...</span>)
</span></span><span style="display:flex;"><span>    <span style="color:#66d9ef">if</span> <span style="color:#a6e22e">err</span> <span style="color:#f92672">!=</span> <span style="color:#66d9ef">nil</span> {
</span></span><span style="display:flex;"><span>        <span style="color:#66d9ef">if</span> <span style="color:#a6e22e">isDup</span>(<span style="color:#a6e22e">err</span>) {
</span></span><span style="display:flex;"><span>            <span style="color:#a6e22e">existing</span>, <span style="color:#a6e22e">_</span> <span style="color:#f92672">:=</span> <span style="color:#a6e22e">r</span>.<span style="color:#a6e22e">GetMessageByID</span>(<span style="color:#a6e22e">ctx</span>, <span style="color:#a6e22e">m</span>.<span style="color:#a6e22e">MessageID</span>)
</span></span><span style="display:flex;"><span>            <span style="color:#66d9ef">if</span> <span style="color:#a6e22e">existing</span>.<span style="color:#a6e22e">TaskID</span> <span style="color:#f92672">==</span> <span style="color:#a6e22e">m</span>.<span style="color:#a6e22e">TaskID</span> <span style="color:#f92672">&amp;&amp;</span> <span style="color:#a6e22e">existing</span>.<span style="color:#a6e22e">Role</span> <span style="color:#f92672">==</span> <span style="color:#a6e22e">m</span>.<span style="color:#a6e22e">Role</span> {
</span></span><span style="display:flex;"><span>                <span style="color:#66d9ef">return</span> <span style="color:#a6e22e">existing</span>, <span style="color:#66d9ef">nil</span>  <span style="color:#75715e">// Idempotent: return existing record</span>
</span></span><span style="display:flex;"><span>            }
</span></span><span style="display:flex;"><span>            <span style="color:#66d9ef">return</span> <span style="color:#66d9ef">nil</span>, <span style="color:#a6e22e">ErrMessageIDDuplicate</span>
</span></span><span style="display:flex;"><span>        }
</span></span><span style="display:flex;"><span>        <span style="color:#66d9ef">return</span> <span style="color:#66d9ef">nil</span>, <span style="color:#a6e22e">err</span>
</span></span><span style="display:flex;"><span>    }
</span></span><span style="display:flex;"><span>    <span style="color:#75715e">// ...</span>
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></td></tr></table>
</div>
</div><blockquote>
<p>Full code at <code>gateway/internal/domain/outbox/</code> and <code>gateway/internal/infra/kafka/</code>.</p>
</blockquote>
<hr>
<h2 id="12-summary">12. Summary</h2>
<table>
  <thead>
      <tr>
          <th>Guarantee</th>
          <th>Mechanism</th>
          <th>Cost</th>
      </tr>
  </thead>
  <tbody>
      <tr>
          <td><strong>No loss</strong></td>
          <td>Outbox atomic write + Dispatcher retry + Kafka persistence</td>
          <td>~1s added latency (Dispatcher scan interval)</td>
      </tr>
      <tr>
          <td><strong>No duplicates</strong></td>
          <td>DB UNIQUE + Consumer Dedup Store + globally unique ID</td>
          <td>Memory + disk for 500 IDs</td>
      </tr>
      <tr>
          <td><strong>Ordered</strong></td>
          <td>Outbox id ascending + Kafka partition by key + serial consumption</td>
          <td>Single consumer throughput limited</td>
      </tr>
      <tr>
          <td><strong>No backlog overflow</strong></td>
          <td>Ingress rate limiting + serial backpressure + Kafka 7-day retention</td>
          <td>Latency grows linearly under high load</td>
      </tr>
      <tr>
          <td><strong>Activity timeout</strong></td>
          <td>updated_at heartbeat + periodic scan</td>
          <td>One extra UPDATE per message write</td>
      </tr>
  </tbody>
</table>
<p><strong>Design philosophy</strong>: Better to have slightly higher latency than to lose messages. Agent collaboration is asynchronous long-task work — second-level latency is perfectly acceptable; but losing one message could break an entire collaboration chain.</p>
]]></content:encoded>
    </item>
  </channel>
</rss>
