41 lines
25 KiB
HTML
41 lines
25 KiB
HTML
<!DOCTYPE html>
|
||
<html lang="en-US" dir="ltr">
|
||
<head>
|
||
<meta charset="utf-8">
|
||
<meta name="viewport" content="width=device-width,initial-scale=1">
|
||
<title>The 3x Rule of Agent Costs | Agentic Engineering the Hard Way</title>
|
||
<meta name="description" content="Build every component from scratch. 65 lessons, 13 labs, 20 skill kits. No black boxes.">
|
||
<meta name="generator" content="VitePress v1.6.4">
|
||
<link rel="preload stylesheet" href="/assets/style.B5wEIFXZ.css" as="style">
|
||
<link rel="preload stylesheet" href="/vp-icons.css" as="style">
|
||
|
||
<script type="module" src="/assets/app.CROPMu-3.js"></script>
|
||
<link rel="preload" href="/assets/inter-roman-latin.Di8DUHzh.woff2" as="font" type="font/woff2" crossorigin="">
|
||
<link rel="modulepreload" href="/assets/chunks/theme.XGmd_pVh.js">
|
||
<link rel="modulepreload" href="/assets/chunks/framework.BPKcPtvA.js">
|
||
<link rel="modulepreload" href="/assets/blog_posts_three-x-rule.md.BHO6bhvz.lean.js">
|
||
<link rel="icon" href="/favicon.svg">
|
||
<meta name="theme-color" content="#0f0f0f">
|
||
<meta property="og:title" content="Agentic Engineering the Hard Way">
|
||
<meta property="og:description" content="65 lessons, 13 labs, 20 skill kits. Build production-grade AI agent systems from scratch. No black boxes.">
|
||
<meta property="og:image" content="/og-image.svg">
|
||
<meta name="twitter:card" content="summary_large_image">
|
||
<link rel="preconnect" href="https://fonts.googleapis.com">
|
||
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin="">
|
||
<link href="https://fonts.googleapis.com/css2?family=DM+Sans:opsz,wght@9..40,400;9..40,500;9..40,700;9..40,800&family=DM+Mono:wght@400;500&display=swap" rel="stylesheet">
|
||
<link href="https://fonts.googleapis.com/css2?family=Material+Symbols+Outlined:opsz,wght,FILL,GRAD@20..48,100..700,0,0" rel="stylesheet">
|
||
<script id="check-dark-mode">(()=>{const e=localStorage.getItem("vitepress-theme-appearance")||"auto",a=window.matchMedia("(prefers-color-scheme: dark)").matches;(!e||e==="auto"?a:e==="dark")&&document.documentElement.classList.add("dark")})();</script>
|
||
<script id="check-mac-os">document.documentElement.classList.toggle("mac",/Mac|iPhone|iPod|iPad/i.test(navigator.platform));</script>
|
||
</head>
|
||
<body>
|
||
<div id="app"><div class="fdsa-app"><div class="Layout" data-v-d8b57b2d><!--[--><!--]--><!--[--><span tabindex="-1" data-v-fcbfc0e0></span><a href="#VPContent" class="VPSkipLink visually-hidden" data-v-fcbfc0e0>Skip to content</a><!--]--><!----><header class="VPNav" data-v-d8b57b2d data-v-7ad780c2><div class="VPNavBar" data-v-7ad780c2 data-v-9fd4d1dd><div class="wrapper" data-v-9fd4d1dd><div class="container" data-v-9fd4d1dd><div class="title" data-v-9fd4d1dd><div class="VPNavBarTitle" data-v-9fd4d1dd data-v-9f43907a><a class="title" href="/" data-v-9f43907a><!--[--><!--]--><!----><span data-v-9f43907a>FDSA</span><!--[--><!--]--></a></div></div><div class="content" data-v-9fd4d1dd><div class="content-body" data-v-9fd4d1dd><!--[--><!--]--><div class="VPNavBarSearch search" data-v-9fd4d1dd><!--[--><!----><div id="local-search"><button type="button" class="DocSearch DocSearch-Button" aria-label="Search"><span class="DocSearch-Button-Container"><span class="vp-icon DocSearch-Search-Icon"></span><span class="DocSearch-Button-Placeholder">Search</span></span><span class="DocSearch-Button-Keys"><kbd class="DocSearch-Button-Key"></kbd><kbd class="DocSearch-Button-Key">K</kbd></span></button></div><!--]--></div><nav aria-labelledby="main-nav-aria-label" class="VPNavBarMenu menu" data-v-9fd4d1dd data-v-afb2845e><span id="main-nav-aria-label" class="visually-hidden" data-v-afb2845e> Main Navigation </span><!--[--><!--[--><a class="VPLink link VPNavBarMenuLink" href="/modules/m1-foundations" tabindex="0" data-v-afb2845e data-v-815115f5><!--[--><span data-v-815115f5>Course</span><!--]--></a><!--]--><!--[--><a class="VPLink link VPNavBarMenuLink" href="/labs/l1-first-agent" tabindex="0" data-v-afb2845e data-v-815115f5><!--[--><span data-v-815115f5>Labs</span><!--]--></a><!--]--><!--[--><a class="VPLink link VPNavBarMenuLink" href="/skills" tabindex="0" data-v-afb2845e data-v-815115f5><!--[--><span data-v-815115f5>Skills</span><!--]--></a><!--]--><!--[--><a class="VPLink link VPNavBarMenuLink active" href="/blog" tabindex="0" data-v-afb2845e data-v-815115f5><!--[--><span data-v-815115f5>Blog</span><!--]--></a><!--]--><!--[--><div class="VPFlyout VPNavBarMenuGroup" data-v-afb2845e data-v-bfe7971f><button type="button" class="button" aria-haspopup="true" aria-expanded="false" data-v-bfe7971f><span class="text" data-v-bfe7971f><!----><span data-v-bfe7971f>More</span><span class="vpi-chevron-down text-icon" data-v-bfe7971f></span></span></button><div class="menu" data-v-bfe7971f><div class="VPMenu" data-v-bfe7971f data-v-20ed86d6><div class="items" data-v-20ed86d6><!--[--><!--[--><div class="VPMenuLink" data-v-20ed86d6 data-v-7eeeb2dc><a class="VPLink link" href="/modules/curriculum" data-v-7eeeb2dc><!--[--><span data-v-7eeeb2dc>Curriculum</span><!--]--></a></div><!--]--><!--[--><div class="VPMenuLink" data-v-20ed86d6 data-v-7eeeb2dc><a class="VPLink link" href="/modules/debate" data-v-7eeeb2dc><!--[--><span data-v-7eeeb2dc>Debate</span><!--]--></a></div><!--]--><!--[--><div class="VPMenuLink" data-v-20ed86d6 data-v-7eeeb2dc><a class="VPLink link" href="/troubleshooting" data-v-7eeeb2dc><!--[--><span data-v-7eeeb2dc>FAQ</span><!--]--></a></div><!--]--><!--[--><div class="VPMenuLink" data-v-20ed86d6 data-v-7eeeb2dc><a class="VPLink link" href="/certificate" data-v-7eeeb2dc><!--[--><span data-v-7eeeb2dc>Certificate</span><!--]--></a></div><!--]--><!--[--><div class="VPMenuLink" data-v-20ed86d6 data-v-7eeeb2dc><a class="VPLink link" href="/buy" data-v-7eeeb2dc><!--[--><span data-v-7eeeb2dc>Buy</span><!--]--></a></div><!--]--><!--]--></div><!--[--><!--]--></div></div></div><!--]--><!--]--></nav><!----><div class="VPNavBarAppearance appearance" data-v-9fd4d1dd data-v-3f90c1a5><button class="VPSwitch VPSwitchAppearance" type="button" role="switch" title aria-checked="false" data-v-3f90c1a5 data-v-be9742d9 data-v-b4ccac88><span class="check" data-v-b4ccac88><span class="icon" data-v-b4ccac88><!--[--><span class="vpi-sun sun" data-v-be9742d9></span><span class="vpi-moon moon" data-v-be9742d9></span><!--]--></span></span></button></div><div class="VPSocialLinks VPNavBarSocialLinks social-links" data-v-9fd4d1dd data-v-ef6192dc data-v-e71e869c><!--[--><a class="VPSocialLink no-icon" href="http://185.239.209.216:3001/artale/agentic-engineering-course" aria-label="github" target="_blank" rel="noopener" data-v-e71e869c data-v-60a9a2d3><span class="vpi-social-github"></span></a><!--]--></div><div class="VPFlyout VPNavBarExtra extra" data-v-9fd4d1dd data-v-f953d92f data-v-bfe7971f><button type="button" class="button" aria-haspopup="true" aria-expanded="false" aria-label="extra navigation" data-v-bfe7971f><span class="vpi-more-horizontal icon" data-v-bfe7971f></span></button><div class="menu" data-v-bfe7971f><div class="VPMenu" data-v-bfe7971f data-v-20ed86d6><!----><!--[--><!--[--><!----><div class="group" data-v-f953d92f><div class="item appearance" data-v-f953d92f><p class="label" data-v-f953d92f>Appearance</p><div class="appearance-action" data-v-f953d92f><button class="VPSwitch VPSwitchAppearance" type="button" role="switch" title aria-checked="false" data-v-f953d92f data-v-be9742d9 data-v-b4ccac88><span class="check" data-v-b4ccac88><span class="icon" data-v-b4ccac88><!--[--><span class="vpi-sun sun" data-v-be9742d9></span><span class="vpi-moon moon" data-v-be9742d9></span><!--]--></span></span></button></div></div></div><div class="group" data-v-f953d92f><div class="item social-links" data-v-f953d92f><div class="VPSocialLinks social-links-list" data-v-f953d92f data-v-e71e869c><!--[--><a class="VPSocialLink no-icon" href="http://185.239.209.216:3001/artale/agentic-engineering-course" aria-label="github" target="_blank" rel="noopener" data-v-e71e869c data-v-60a9a2d3><span class="vpi-social-github"></span></a><!--]--></div></div></div><!--]--><!--]--></div></div></div><!--[--><!--]--><button type="button" class="VPNavBarHamburger hamburger" aria-label="mobile navigation" aria-expanded="false" aria-controls="VPNavScreen" data-v-9fd4d1dd data-v-6bee1efd><span class="container" data-v-6bee1efd><span class="top" data-v-6bee1efd></span><span class="middle" data-v-6bee1efd></span><span class="bottom" data-v-6bee1efd></span></span></button></div></div></div></div><div class="divider" data-v-9fd4d1dd><div class="divider-line" data-v-9fd4d1dd></div></div></div><!----></header><div class="VPLocalNav empty fixed" data-v-d8b57b2d data-v-2488c25a><div class="container" data-v-2488c25a><!----><div class="VPLocalNavOutlineDropdown" style="--vp-vh:0px;" data-v-2488c25a data-v-6b867909><button data-v-6b867909>Return to top</button><!----></div></div></div><!----><div class="VPContent" id="VPContent" data-v-d8b57b2d data-v-9a6c75ad><div class="VPDoc has-aside" data-v-9a6c75ad data-v-e6f2a212><!--[--><!--]--><div class="container" data-v-e6f2a212><div class="aside" data-v-e6f2a212><div class="aside-curtain" data-v-e6f2a212></div><div class="aside-container" data-v-e6f2a212><div class="aside-content" data-v-e6f2a212><div class="VPDocAside" data-v-e6f2a212 data-v-cb998dce><!--[--><!--]--><!--[--><!--]--><nav aria-labelledby="doc-outline-aria-label" class="VPDocAsideOutline" data-v-cb998dce data-v-f610f197><div class="content" data-v-f610f197><div class="outline-marker" data-v-f610f197></div><div aria-level="2" class="outline-title" id="doc-outline-aria-label" role="heading" data-v-f610f197>On this page</div><ul class="VPDocOutlineItem root" data-v-f610f197 data-v-53c99d69><!--[--><!--]--></ul></div></nav><!--[--><!--]--><div class="spacer" data-v-cb998dce></div><!--[--><!--]--><!----><!--[--><!--]--><!--[--><!--]--></div></div></div></div><div class="content" data-v-e6f2a212><div class="content-container" data-v-e6f2a212><!--[--><!--]--><main class="main" data-v-e6f2a212><div style="position:relative;" class="vp-doc _blog_posts_three-x-rule" data-v-e6f2a212><div><h1 id="the-3x-rule-of-agent-costs" tabindex="-1">The 3x Rule of Agent Costs <a class="header-anchor" href="#the-3x-rule-of-agent-costs" aria-label="Permalink to "The 3x Rule of Agent Costs""></a></h1><p><strong>June 10, 2026</strong></p><p>Here is a rule that will save you from budget surprises: <strong>production agent costs 3x your prototype estimate.</strong></p><h2 id="why-the-multiplier-exists" tabindex="-1">Why the Multiplier Exists <a class="header-anchor" href="#why-the-multiplier-exists" aria-label="Permalink to "Why the Multiplier Exists""></a></h2><table tabindex="0"><thead><tr><th>Phase</th><th>Multiplier</th><th>What Happens</th></tr></thead><tbody><tr><td>Prototype</td><td>1x</td><td>Happy path works perfectly</td></tr><tr><td>With retries</td><td>1.5x</td><td>Failed tool calls retry, edge cases handled</td></tr><tr><td>Production</td><td>3x</td><td>Monitoring, error handling, observability, security</td></tr></tbody></table><h2 id="where-the-cost-goes" tabindex="-1">Where the Cost Goes <a class="header-anchor" href="#where-the-cost-goes" aria-label="Permalink to "Where the Cost Goes""></a></h2><p>Output tokens dominate — about 70% of total cost. The model's reasoning is the expensive part. Input tokens (context) are about 20%. Cached tokens are 10%.</p><p>Every tool call costs 3-5x more than the call itself:</p><ul><li>Planning which tool to use</li><li>Executing the tool</li><li>Error recovery if it fails</li><li>Parsing the result</li><li>Adding the result back to context</li></ul><h2 id="quick-estimation" tabindex="-1">Quick Estimation <a class="header-anchor" href="#quick-estimation" aria-label="Permalink to "Quick Estimation""></a></h2><div class="language-python vp-adaptive-theme"><button title="Copy Code" class="copy"></button><span class="lang">python</span><pre class="shiki shiki-themes github-light github-dark vp-code" tabindex="0"><code><span class="line"><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">def</span><span style="--shiki-light:#6F42C1;--shiki-dark:#B392F0;"> estimate_cost</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">(turns, tokens_per_turn, price_per_m):</span></span>
|
||
<span class="line"><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> base </span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">=</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> turns </span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">*</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> tokens_per_turn </span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">*</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> price_per_m </span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">/</span><span style="--shiki-light:#005CC5;--shiki-dark:#79B8FF;"> 1_000_000</span></span>
|
||
<span class="line"><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;"> return</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> {</span></span>
|
||
<span class="line"><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;"> "prototype"</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">: base,</span></span>
|
||
<span class="line"><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;"> "with_retries"</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">: base </span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">*</span><span style="--shiki-light:#005CC5;--shiki-dark:#79B8FF;"> 1.5</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">,</span></span>
|
||
<span class="line"><span style="--shiki-light:#032F62;--shiki-dark:#9ECBFF;"> "production"</span><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;">: base </span><span style="--shiki-light:#D73A49;--shiki-dark:#F97583;">*</span><span style="--shiki-light:#005CC5;--shiki-dark:#79B8FF;"> 3.0</span></span>
|
||
<span class="line"><span style="--shiki-light:#24292E;--shiki-dark:#E1E4E8;"> }</span></span></code></pre></div><h2 id="budget-accordingly" tabindex="-1">Budget Accordingly <a class="header-anchor" href="#budget-accordingly" aria-label="Permalink to "Budget Accordingly""></a></h2><p>If your prototype agent costs $0.10 per task, plan for $0.30 in production. At 10,000 tasks per month, that is $3,000 per month, not $1,000. The 3x rule keeps you honest.</p><hr><p><em>From Module 6 of the <a href="/">Agentic Engineering Course</a>. The full module covers cost optimization, cascade routing, and pass@k evaluation.</em></p></div></div></main><footer class="VPDocFooter" data-v-e6f2a212 data-v-1bcd8184><!--[--><!--]--><div class="edit-info" data-v-1bcd8184><!----><div class="last-updated" data-v-1bcd8184><p class="VPLastUpdated" data-v-1bcd8184 data-v-1bb0c8a8>Last updated: <time datetime="2026-06-03T12:07:52.000Z" data-v-1bb0c8a8></time></p></div></div><!----></footer><!--[--><!--]--></div></div></div><!--[--><!--]--></div></div><footer class="VPFooter" data-v-d8b57b2d data-v-566314d4><div class="container" data-v-566314d4><p class="message" data-v-566314d4>FDSA Agency — Agentic Engineering Course. Part of the fdsa.ai orchestration platform.</p><p class="copyright" data-v-566314d4>Copyright 2026</p></div></footer><!--[--><!--]--></div></div></div>
|
||
<script>window.__VP_HASH_MAP__=JSON.parse("{\"404.md\":\"BiCvjdaY\",\"api-keys.md\":\"D2Kyj8T3\",\"blog_index.md\":\"CH9ul8Qh\",\"blog_posts_agent-loops-complete-guide.md\":\"DrdeWzm3\",\"blog_posts_cascade-routing.md\":\"DvBM3TSf\",\"blog_posts_choosing-security-level.md\":\"BYXRZEDN\",\"blog_posts_context-window-management.md\":\"40drllBG\",\"blog_posts_mental-models.md\":\"BRY80gtq\",\"blog_posts_model-selection-guide.md\":\"Ca-IsHa3\",\"blog_posts_repo-is-spec.md\":\"BxY1cXc_\",\"blog_posts_security-ladder.md\":\"DQaqn6Yt\",\"blog_posts_three-x-rule.md\":\"BHO6bhvz\",\"blog_posts_verifier-pattern.md\":\"Gha_L_u5\",\"blog_posts_vibe-vs-agentic.md\":\"7mduPfz1\",\"blog_posts_what-is-an-agent.md\":\"BU2wUq_Y\",\"blog_posts_why-multi-agent.md\":\"BVRIN2vH\",\"buy.md\":\"qEifz7WE\",\"certificate.md\":\"DZ26T6CI\",\"checkout.md\":\"Ccj6L__h\",\"checkout_cancel.md\":\"DwL5mulX\",\"checkout_success.md\":\"CYTg6xhL\",\"downloads.md\":\"CEHJXSp0\",\"free-preview.md\":\"C5BtRucn\",\"getting-started.md\":\"Boo_V9xC\",\"index.md\":\"BNS2TR1g\",\"labs_index.md\":\"sAzXzfkI\",\"labs_l1-first-agent.md\":\"BwU9yf-G\",\"labs_l2-context.md\":\"BexGm8_s\",\"labs_l2-multi-tool.md\":\"Bj3Mb-oj\",\"labs_l3-verifier.md\":\"xilrGGap\",\"labs_l3-whitelist-hook.md\":\"DJtbL66Y\",\"labs_l4-agent-chain.md\":\"D89P8dwJ\",\"labs_l4-multi-team.md\":\"DmSK8e2P\",\"labs_l5-cicd.md\":\"Dz1Jl78z\",\"labs_l5-observability.md\":\"BDpqVYjT\",\"labs_l6-cost-optimization.md\":\"CabFK4GB\",\"labs_l6-eval-harness.md\":\"CBwH6xOR\",\"labs_l7-autoresearch.md\":\"BYlzPLYo\",\"labs_l7-meta-agent.md\":\"iTswbOPg\",\"modules_competitive-analysis.md\":\"BHMHacei\",\"modules_curriculum.md\":\"D7UeKRfo\",\"modules_debate.md\":\"DWctKMlA\",\"modules_feynman.md\":\"DBw5sPBP\",\"modules_field-manual.md\":\"hmt_NLf1\",\"modules_m1-foundations.md\":\"CgHO7sNo\",\"modules_m2-architecture.md\":\"DVowtmf9\",\"modules_m3-safety.md\":\"RiQQ_HWX\",\"modules_m4-orchestration.md\":\"DFLcAKBv\",\"modules_m5-production.md\":\"DTkLIrwQ\",\"modules_m6-economics.md\":\"HihVEOPb\",\"modules_m7-advanced.md\":\"B_jVHqsw\",\"modules_m8-capstone.md\":\"CqV39Gzl\",\"modules_non-technical.md\":\"BnvuUCRo\",\"modules_reference-stack.md\":\"D9FXitvn\",\"modules_software-factory.md\":\"C5Yf8Zwe\",\"modules_tool-reference.md\":\"B40mlgZJ\",\"public_certificate_template.md\":\"Cg1kPB1b\",\"resources.md\":\"DcUu1NrK\",\"skills.md\":\"BX3RBeCK\",\"troubleshooting.md\":\"B6difx2I\",\"verify.md\":\"Cl5ZMWNd\"}");window.__VP_SITE_DATA__=JSON.parse("{\"lang\":\"en-US\",\"dir\":\"ltr\",\"title\":\"Agentic Engineering the Hard Way\",\"description\":\"Build every component from scratch. 65 lessons, 13 labs, 20 skill kits. No black boxes.\",\"base\":\"/\",\"head\":[],\"router\":{\"prefetchLinks\":true},\"appearance\":true,\"themeConfig\":{\"logo\":false,\"siteTitle\":\"FDSA\",\"nav\":[{\"text\":\"Course\",\"link\":\"/modules/m1-foundations\",\"activeMatch\":\"/modules/\"},{\"text\":\"Labs\",\"link\":\"/labs/l1-first-agent\",\"activeMatch\":\"/labs/\"},{\"text\":\"Skills\",\"link\":\"/skills\"},{\"text\":\"Blog\",\"link\":\"/blog\",\"activeMatch\":\"/blog/\"},{\"text\":\"More\",\"items\":[{\"text\":\"Curriculum\",\"link\":\"/modules/curriculum\"},{\"text\":\"Debate\",\"link\":\"/modules/debate\"},{\"text\":\"FAQ\",\"link\":\"/troubleshooting\"},{\"text\":\"Certificate\",\"link\":\"/certificate\"},{\"text\":\"Buy\",\"link\":\"/buy\"}]}],\"sidebar\":{\"/modules/\":[{\"text\":\"Module 1: Foundations\",\"link\":\"/modules/m1-foundations\",\"collapsed\":true,\"items\":[{\"text\":\"1.1 What Makes an Agent?\",\"link\":\"/modules/m1-foundations#lesson-11-what-makes-an-agent\"},{\"text\":\"1.2 Harness vs The Model\",\"link\":\"/modules/m1-foundations#lesson-12-the-harness-vs-the-model\"},{\"text\":\"1.3 Decision Framework\",\"link\":\"/modules/m1-foundations#lesson-13-decision-framework\"},{\"text\":\"1.4 Repository IS the Spec\",\"link\":\"/modules/m1-foundations#lesson-13a-the-repository-is-the-spec\"},{\"text\":\"1.5 The Agent Loop\",\"link\":\"/modules/m1-foundations#lesson-14-the-agent-loop\"},{\"text\":\"1.6 Tool Calling\",\"link\":\"/modules/m1-foundations#lesson-15-tool-calling-deep-dive\"},{\"text\":\"1.7 Vibe Coding vs Engineering\",\"link\":\"/modules/m1-foundations#lesson-16-vibe-coding-vs-agentic-engineering\"},{\"text\":\"1.8 Do You Trust Your Agents?\",\"link\":\"/modules/m1-foundations#lesson-17-do-you-trust-your-agents\"},{\"text\":\"Lab 1.9: First Agent\",\"link\":\"/labs/l1-first-agent\"}]},{\"text\":\"Module 2: Architecture\",\"link\":\"/modules/m2-architecture\",\"collapsed\":true,\"items\":[{\"text\":\"2.1-2.3 Core Architecture\",\"link\":\"/modules/m2-architecture#lesson-21-the-four-pillars\"},{\"text\":\"2.4-2.6 Skills & Workspace\",\"link\":\"/modules/m2-architecture#lesson-23b-skills-system-deep-dive\"},{\"text\":\"2.7-2.9 Advanced Patterns\",\"link\":\"/modules/m2-architecture#lesson-24-context-window-management\"},{\"text\":\"Labs 2.10-2.11\",\"link\":\"/labs/l2-multi-tool\"}]},{\"text\":\"Module 3: Safety & Security\",\"link\":\"/modules/m3-safety\",\"collapsed\":true,\"items\":[{\"text\":\"3.1-3.2 Bash & Ladder\",\"link\":\"/modules/m3-safety#lesson-31-why-bash-is-the-single-point-of-failure\"},{\"text\":\"3.3-3.5 Hooks & Control\",\"link\":\"/modules/m3-safety#lesson-33-the-l3-marque-break\"},{\"text\":\"3.6-3.7 Verifier & Stacking\",\"link\":\"/modules/m3-safety#lesson-36-the-verifier-pattern\"},{\"text\":\"Labs 3.8-3.9\",\"link\":\"/labs/l3-whitelist-hook\"}]},{\"text\":\"Module 4: Orchestration\",\"link\":\"/modules/m4-orchestration\",\"collapsed\":true,\"items\":[{\"text\":\"4.1-4.4 Patterns\",\"link\":\"/modules/m4-orchestration#lesson-41-why-one-agent-is-not-enough\"},{\"text\":\"4.5-4.9 Teams & Comms\",\"link\":\"/modules/m4-orchestration#lesson-43-depth-2-delegation\"},{\"text\":\"4.10-4.11 Case Studies\",\"link\":\"/modules/m4-orchestration#lesson-410-the-ceo-board-system\"},{\"text\":\"Labs 4.12-4.13\",\"link\":\"/labs/l4-agent-chain\"}]},{\"text\":\"Module 5: Production\",\"link\":\"/modules/m5-production\",\"collapsed\":true,\"items\":[{\"text\":\"5.1-5.4 CI/CD & Stack\",\"link\":\"/modules/m5-production#lesson-51-what-production-means-for-agents\"},{\"text\":\"5.5-5.8 Deploy & Monitor\",\"link\":\"/modules/m5-production#lesson-53-shadow-deployments\"},{\"text\":\"Labs 5.9-5.10\",\"link\":\"/labs/l5-observability\"}]},{\"text\":\"Module 6: Economics\",\"link\":\"/modules/m6-economics\",\"collapsed\":true,\"items\":[{\"text\":\"6.0-6.2 Pricing\",\"link\":\"/modules/m6-economics#lesson-60-the-compute-advantage-equation\"},{\"text\":\"6.3-6.5 Eval Metrics\",\"link\":\"/modules/m6-economics#lesson-63-cost-per-session-math\"},{\"text\":\"6.6-6.7 Testing\",\"link\":\"/modules/m6-economics#lesson-66-ab-testing-agents\"},{\"text\":\"Labs 6.8-6.9\",\"link\":\"/labs/l6-eval-harness\"}]},{\"text\":\"Module 7: Advanced\",\"link\":\"/modules/m7-advanced\",\"collapsed\":true,\"items\":[{\"text\":\"7.1-7.3 Autoresearch\",\"link\":\"/modules/m7-advanced#lesson-71-autoresearch\"},{\"text\":\"7.4-7.6 Meta & Beyond\",\"link\":\"/modules/m7-advanced#lesson-73-meta-agents\"},{\"text\":\"Labs 7.7-7.8\",\"link\":\"/labs/l7-autoresearch\"}]},{\"text\":\"Module 8: Capstone\",\"link\":\"/modules/m8-capstone\",\"collapsed\":true,\"items\":[{\"text\":\"Project Options\",\"link\":\"/modules/m8-capstone#project-options\"},{\"text\":\"Phases\",\"link\":\"/modules/m8-capstone#capstone-phases\"},{\"text\":\"Rubric\",\"link\":\"/modules/m8-capstone#grading-rubric\"}]}],\"/labs/\":[{\"text\":\"All Labs\",\"link\":\"/labs/l1-first-agent\"},{\"text\":\"L1: First Agent\",\"link\":\"/labs/l1-first-agent\"},{\"text\":\"L2a: Multi-Tool Agent\",\"link\":\"/labs/l2-multi-tool\"},{\"text\":\"L2b: Context-Aware Agent\",\"link\":\"/labs/l2-context\"},{\"text\":\"L3a: Whitelist Hook\",\"link\":\"/labs/l3-whitelist-hook\"},{\"text\":\"L3b: Verifier Agent\",\"link\":\"/labs/l3-verifier\"},{\"text\":\"L4a: Agent Chain\",\"link\":\"/labs/l4-agent-chain\"},{\"text\":\"L4b: Multi-Team Config\",\"link\":\"/labs/l4-multi-team\"},{\"text\":\"L5a: Observability\",\"link\":\"/labs/l5-observability\"},{\"text\":\"L5b: CI/CD Pipeline\",\"link\":\"/labs/l5-cicd\"},{\"text\":\"L6a: Eval Harness\",\"link\":\"/labs/l6-eval-harness\"},{\"text\":\"L6b: Cost Optimization\",\"link\":\"/labs/l6-cost-optimization\"},{\"text\":\"L7a: Autoresearch\",\"link\":\"/labs/l7-autoresearch\"},{\"text\":\"L7b: Meta-Agent\",\"link\":\"/labs/l7-meta-agent\"}]},\"socialLinks\":[{\"icon\":\"github\",\"link\":\"http://185.239.209.216:3001/artale/agentic-engineering-course\"}],\"footer\":{\"message\":\"FDSA Agency — Agentic Engineering Course. Part of the fdsa.ai orchestration platform.\",\"copyright\":\"Copyright 2026\"},\"search\":{\"provider\":\"local\"},\"locales\":{\"root\":{\"label\":\"English\",\"lang\":\"en-US\",\"title\":\"Agentic Engineering the Hard Way\",\"description\":\"Build every component from scratch. 65 lessons, 13 labs, 20 skill kits. No black boxes, no magic SDKs.\"},\"es\":{\"label\":\"Español\",\"lang\":\"es-ES\",\"title\":\"Agentic Engineering the Hard Way\",\"description\":\"Construye cada componente desde cero. 65 lecciones, 13 laboratorios, 20 kits de habilidades.\",\"link\":\"/es/\"},\"pt\":{\"label\":\"Português\",\"lang\":\"pt-BR\",\"title\":\"Agentic Engineering the Hard Way\",\"description\":\"Construa cada componente do zero. 65 lições, 13 laboratórios, 20 kits de habilidades.\",\"link\":\"/pt/\"},\"it\":{\"label\":\"Italiano\",\"lang\":\"it-IT\",\"title\":\"Agentic Engineering the Hard Way\",\"description\":\"Costruisci ogni componente da zero. 65 lezioni, 13 laboratori, 20 kit di abilità.\",\"link\":\"/it/\"},\"ar\":{\"label\":\"العربية\",\"lang\":\"ar-SA\",\"title\":\"هندسة الوكلاء بالطريقة الصعبة\",\"description\":\"بناء كل مكون من الصفر. 65 درسًا، 13 مختبرًا، 20 مجموعة مهارات.\",\"link\":\"/ar/\",\"dir\":\"rtl\"}}},\"locales\":{},\"scrollOffset\":134,\"cleanUrls\":true}");</script>
|
||
|
||
</body>
|
||
</html> |