AHD Artificial Human Design

Sample sample-002

Run
2026-04-22 swiss-editorial n=30
Cell
gpt-5.4
Provider
codex-cli
Condition
raw (brief only)
Brief
briefs/landing.yml
Linter
0 errors 2 warn 0 info

Rules that fired

Source

The exact bytes the linter read. Lines with fires are highlighted; click a rule above to jump to its line.


              
              <!doctype html>
              
            
              
              <html lang="en">
              
            
              
              <head>
              
            
              
                <meta charset="utf-8">
              
            
              
                <meta name="viewport" content="width=device-width, initial-scale=1">
              
            
              
                <title>AHD — Artificial Human Design</title>
              
            
              
                <style>
              
            
              
                  :root {
              
            
              
                    color-scheme: light;
              
            
              
                    --ink: #151515;
              
            
              
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                    --paper: #f7f5ef;
              
            
              
                    --panel: #ffffff;
              
            
              
                    --line: #d8d4c8;
              
            
              
                    --accent: #b83a2f;
              
            
              
                    --accent-dark: #81251f;
              
            
              
                    --terminal: #111512;
              
            
              
                    --terminal-text: #d9f2dc;
              
            
              
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                    --max: 1120px;
              
            
              
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                  * {
              
            
              
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                  }
              
            
              
               
              
            
              
                  html {
              
            
              
                    scroll-behavior: smooth;
              
            
              
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                  body {
              
            
              
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                    background:
              
            
              
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                  a {
              
            
              
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                  .page {
              
            
              
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                    display: flex;
              
            
              
                    flex-direction: column;
              
            
              
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                  header {
              
            
              
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                  main {
              
            
              
                    flex: 1;
              
            
              
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                    margin: 0 auto;
              
            
              
                    padding: 68px 24px 44px;
              
            
              
                    display: grid;
              
            
              
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                    gap: 42px;
              
            
              
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                  h1 {
              
            
              
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                  .dek {
              
            
              
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                    font-size: clamp(18px, 2vw, 23px);
              
            
              
                    color: #2a2a28;
              
            
              
                  }
              
            
              
               
              
            
              
                  .position {
              
            
              
                    margin-top: 28px;
              
            
              
                    display: grid;
              
            
              
                    gap: 12px;
              
            
              
                    max-width: 650px;
              
            
              
                    color: var(--muted);
              
            
              
                    font-size: 16px;
              
            
              
                  }
              
            
              
               
              
            
              
                  .terminal {
              
            
              
                    background: var(--terminal);
              
            
              
                    color: var(--terminal-text);
              
            
              
                    border: 1px solid #2f3a31;
              
            
              
                    box-shadow: 0 18px 50px rgba(20, 20, 18, 0.18);
              
            
              
                  }
              
            
              
               
              
            
              
                  .terminal-bar {
              
            
              
                    display: flex;
              
            
              
                    align-items: center;
              
            
              
                    justify-content: space-between;
              
            
              
                    gap: 16px;
              
            
              
                    padding: 12px 14px;
              
            
              
                    border-bottom: 1px solid #2f3a31;
              
            
              
                    color: var(--terminal-muted);
              
            
              
                    font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", monospace;
              
            
              
                    font-size: 12px;
              
            
              
                  }
              
            
              
               
              
            
              
                  .dots {
              
            
              
                    display: flex;
              
            
              
                    gap: 7px;
              
            
              
                  }
              
            
              
               
              
            
              
                  .dots i {
              
            
              
                    width: 9px;
              
            
              
                    height: 9px;
              
            
              
                    border-radius: 999px;
              
            
              
                    background: #52645a;
              
            
              
                    display: block;
              
            
              
                  }
              
            
              
               
              
            
              
                  pre {
              
            
              
                    margin: 0;
              
            
              
                    padding: 22px;
              
            
              
                    overflow-x: auto;
              
            
              
                    white-space: pre;
              
            
              
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                  code {
              
            
              
                    font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", monospace;
              
            
              
                    font-size: 14px;
              
            
              
                    line-height: 1.7;
              
            
              
                  }
              
            
              
               
              
            
              
                  .prompt {
              
            
              
                    color: #91c59a;
              
            
              
                    user-select: none;
              
            
              
                  }
              
            
              
               
              
            
              
                  .manifest-wrap {
              
            
              
                    border-top: 1px solid var(--line);
              
            
              
                    border-bottom: 1px solid var(--line);
              
            
              
                    background: rgba(255, 255, 255, 0.42);
              
            
              
                  }
              
            
              
               
              
            
              
                  .manifest {
              
            
              
                    max-width: var(--max);
              
            
              
                    margin: 0 auto;
              
            
              
                    padding: 42px 24px;
              
            
              
                    display: grid;
              
            
              
                    grid-template-columns: 1fr 1fr;
              
            
              
                    gap: 1px;
              
            
              
                    background: var(--line);
              
            
              
                  }
              
            
              
               
              
            
              
                  .manifest section {
              
            
              
                    background: var(--paper);
              
            
              
                    padding: 28px;
              
            
              
                    min-height: 100%;
              
            
              
                  }
              
            
              
               
              
            
              
                  .manifest h2 {
              
            
              
                    margin: 0 0 18px;
              
            
              
                    font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", monospace;
              
            
              
                    font-size: 15px;
              
            
              
                    letter-spacing: 0;
              
            
              
                    text-transform: uppercase;
              
            
              
                  }
              
            
              
               
              
            
              
                  .manifest ul {
              
            
              
                    margin: 0;
              
            
              
                    padding: 0;
              
            
              
                    list-style: none;
              
            
              
                    display: grid;
              
            
              
                    gap: 11px;
              
            
              
                  }
              
            
              
               
              
            
              
                  .manifest li {
              
            
              
                    display: grid;
              
            
              
                    grid-template-columns: 28px 1fr;
              
            
              
                    gap: 10px;
              
            
              
                    align-items: start;
              
            
              
                    font-size: 16px;
              
            
              
                  }
              
            
              
               
              
            
              
                  .manifest li::before {
              
            
              
                    content: "";
              
            
              
                    width: 13px;
              
            
              
                    height: 13px;
              
            
              
                    margin-top: 6px;
              
            
              
                    border: 1px solid var(--ink);
              
            
              
                    background: var(--mark);
              
            
              
                  }
              
            
              
               
              
            
              
                  .manifest section:nth-child(2) li::before {
              
            
              
                    background: transparent;
              
            
              
                    border-color: var(--accent);
              
            
              
                  }
              
            
              
               
              
            
              
                  .note {
              
            
              
                    max-width: var(--max);
              
            
              
                    margin: 0 auto;
              
            
              
                    padding: 30px 24px 48px;
              
            
              
                    display: grid;
              
            
              
                    grid-template-columns: minmax(0, 0.7fr) minmax(280px, 0.3fr);
              
            
              
                    gap: 34px;
              
            
              
                    align-items: start;
              
            
              
                  }
              
            
              
               
              
            
              
                  .note p {
              
            
              
                    margin: 0;
              
            
              
                    max-width: 760px;
              
            
              
                    font-size: 18px;
              
            
              
                  }
              
            
              
               
              
            
              
                  .note a {
              
            
              
                    justify-self: end;
              
            
              
                    display: inline-flex;
              
            
              
                    align-items: center;
              
            
              
                    justify-content: center;
              
            
              
                    min-height: 44px;
              
            
              
                    padding: 10px 14px;
              
            
              
                    background: var(--accent);
              
            
              
                    color: #fffaf2;
              
            
              
                    text-decoration: none;
              
            
              
                    font-weight: 700;
              
            
              
                    border: 1px solid var(--accent-dark);
              
            
              
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                  footer {
              
            
              
                    margin-top: auto;
              
            
              
                    border-top: 1px solid var(--line);
              
            
              
                    background: #ebe7db;
              
            
              
                  }
              
            
              
               
              
            
              
                  .footer-inner {
              
            
              
                    max-width: var(--max);
              
            
              
                    margin: 0 auto;
              
            
              
                    padding: 18px 24px;
              
            
              
                    display: flex;
              
            
              
                    justify-content: space-between;
              
            
              
                    gap: 18px;
              
            
              
                    flex-wrap: wrap;
              
            
              
                    color: #4c4d49;
              
            
              
                    font-size: 14px;
              
            
              
                  }
              
            
              
               
              
            
              
                  @media (max-width: 860px) {
              
            
              
                    .hero {
              
            
              
                      grid-template-columns: 1fr;
              
            
              
                      padding-top: 48px;
              
            
              
                    }
              
            
              
               
              
            
              
                    .terminal {
              
            
              
                      width: 100%;
              
            
              
                    }
              
            
              
               
              
            
              
                    .manifest {
              
            
              
                      grid-template-columns: 1fr;
              
            
              
                    }
              
            
              
               
              
            
              
                    .note {
              
            
              
                      grid-template-columns: 1fr;
              
            
              
                    }
              
            
              
               
              
            
              
                    .note a {
              
            
              
                      justify-self: start;
              
            
              
                    }
              
            
              
                  }
              
            
              
               
              
            
              
                  @media (max-width: 560px) {
              
            
              
                    .nav {
              
            
              
                      align-items: flex-start;
              
            
              
                      flex-direction: column;
              
            
              
                    }
              
            
              
               
              
            
              
                    .brand {
              
            
              
                      flex-direction: column;
              
            
              
                      gap: 2px;
              
            
              
                    }
              
            
              
               
              
            
              
                    .hero {
              
            
              
                      padding-left: 18px;
              
            
              
                      padding-right: 18px;
              
            
              
                    }
              
            
              
               
              
            
              
                    .manifest {
              
            
              
                      padding-left: 18px;
              
            
              
                      padding-right: 18px;
              
            
              
                    }
              
            
              
               
              
            
              
                    .manifest section {
              
            
              
                      padding: 22px;
              
            
              
                    }
              
            
              
               
              
            
              
                    .note,
              
            
              
                    .footer-inner {
              
            
              
                      padding-left: 18px;
              
            
              
                      padding-right: 18px;
              
            
              
                    }
              
            
              
               
              
            
              
                    code {
              
            
              
                      font-size: 13px;
              
            
              
                    }
              
            
              
                  }
              
            
              
                </style>
              
            
              
              </head>
              
            
              
              <body>
              
            
              
                <div class="page">
              
            
              
                  <header>
              
            
              
                    <nav class="nav" aria-label="Primary">
              
            
              
                      <a class="brand" href="#">
              
            
              
                        <strong>AHD</strong>
              
            
              
                        <span>Artificial Human Design</span>
              
            
              
                      </a>
              
            
              
                      <a class="repo" href="https://github.com/ahd-design/ahd" aria-label="Read the AHD source code on GitHub">read-the-code</a>
              
            
              
                    </nav>
              
            
              
                  </header>
              
            
              
               
              
            
              
                  <main>
              
            
              
                    <section class="hero" aria-labelledby="title">
              
            
              
                      <div>
              
            
              
                        <h1 id="title">Design evals for people who can see the problem.</h1>
              
            
              
                        <p class="dek">AHD turns taste into repeatable checks: briefs, rules, live runs, and critique hooks for teams tired of reviewing another plausible interface by hand.</p>
              
            
              
                        <div class="position">
              
            
              
                          <p>It is not a lecture about bad generated pages. It is a working framework for naming the failure modes, running the same brief across models, and keeping the artifacts inspectable.</p>
              
            
              
                          <p>The output is deliberately plain: code, tokens, rules, manifests, and the parts that still need keys or infrastructure.</p>
              
            
              
                        </div>
              
            
              
                      </div>
              
            
              
               
              
            
              
                      <aside class="terminal" aria-label="Run the live eval">
              
            
              
                        <div class="terminal-bar">
              
            
              
                          <span>eval-live</span>
              
            
              
                          <span class="dots" aria-hidden="true"><i></i><i></i><i></i></span>
              
            
              
                        </div>
              
            
              
                        <pre><code class="language-bash"><span class="prompt">$</span> ahd eval-live swiss-editorial --brief briefs/landing.yml --models &lt;specs&gt; --n 10</code></pre>
              
            
              
                      </aside>
              
            
              
                    </section>
              
            
              
               
              
            
              
                    <div class="manifest-wrap">
              
            
              
                      <div class="manifest" aria-label="Manifest">
              
            
              
                        <section aria-labelledby="ships">
              
            
              
                          <h2 id="ships">What ships</h2>
              
            
              
                          <ul>
              
            
              
                            <li>brief compiler</li>
              
            
              
                            <li>28-rule linter</li>
              
            
              
                            <li>eval harness</li>
              
            
              
                            <li>vision-critic scaffold</li>
              
            
              
                            <li>MCP server</li>
              
            
              
                            <li>editor plugins</li>
              
            
              
                            <li>eight tokens</li>
              
            
              
                          </ul>
              
            
              
                        </section>
              
            
              
               
              
            
              
                        <section aria-labelledby="gated">
              
            
              
                          <h2 id="gated">What is gated</h2>
              
            
              
                          <ul>
              
            
              
                            <li>live frontier-model calls (needs API keys)</li>
              
            
              
                            <li>live vision critique (needs multimodal key + screenshot pipeline)</li>
              
            
              
                            <li>standalone npm packages for the editor plugins</li>
              
            
              
                            <li>additional tokens</li>
              
            
              
                          </ul>
              
            
              
                        </section>
              
            
              
                      </div>
              
            
              
                    </div>
              
            
              
               
              
            
              
                    <section class="note" aria-label="Project position">
              
            
              
                      <p>AHD is for teams who want generated design to face the same kind of review pressure as code: explicit fixtures, repeatable runs, visible constraints, and no decorative proof that cannot be inspected.</p>
              
            
              
                      <a href="https://github.com/ahd-design/ahd">read-the-code</a>
              
            
              
                    </section>
              
            
              
                  </main>
              
            
              
               
              
            
              
                  <footer>
              
            
              
                    <div class="footer-inner">
              
            
              
                      <span>Artificial Human Design</span>
              
            
              
                      <span>Licence: FSL-1.1-Apache-2.0 for code, CC-BY-4.0 for tokens and artwork.</span>
              
            
              
                    </div>
              
            
              
                  </footer>
              
            
              
                </div>
              
            
              
              </body>
              
            
              
              </html>
              
            

Rendered

The same HTML rendered in a sandboxed frame. No scripts execute, no network calls are allowed; this is the same HTML the source block shows above, nothing more.

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Every sample in this run is reachable via its cell / condition / id. The full run writeup with per-cell and per-tell tables lives at /evals/2026-04-22-swiss-n30.