feat(deck): add 08 verification chapter with cross-layer evidence matrix
- New section 'Verification' between hands-on and sources. - Three evidence layers (static / behavior / integration), each with its own exit-code-printing gate snippet. - Four anti-pattern cards (pipe, swallow, cache, skip integration). - 'Run it yourself' block links to /hands-on/starter and /hands-on/rules. - Topnav gains 08 verify anchor. - Companion SilverBullet pages (EN + PT) written under Guides/: * 'AI For Dummies Verification and Evidence.md' * 'AI For Dummies Verificação e Evidência.md' - Both pages reference all 7 existing deck sections and the two labs. Verify pass: content, interaction, and standalone for presentation, plus the three rules-page checks.
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Marcos Paulo
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<body>
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<div class="reading-progress" aria-hidden="true"><span></span></div>
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<main>
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<header class="topbar"><a class="brand" href="#top"><span class="mark">A</span> field guide</a><nav class="chapter-links" aria-label="Chapter sections"><a href="#fleet">01 fleet</a><a href="#worktrees">02 worktrees</a><a href="#models">03 models</a><a href="#skills">04 skills</a><a href="#create-skill">05 create</a><a href="#field-kit">06 field kit</a><a href="#hands-on">07 hands-on</a></nav><div class="topbar-tools"><div class="lang-switch" aria-label="Language"><button class="active" data-lang="en" aria-pressed="true">EN</button><span>/</span><button data-lang="pt" aria-pressed="false">PT</button></div><span class="edition">AI ENGINEERING <i></i> 01 / 2026</span></div></header>
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<header class="topbar"><a class="brand" href="#top"><span class="mark">A</span> field guide</a><nav class="chapter-links" aria-label="Chapter sections"><a href="#fleet">01 fleet</a><a href="#worktrees">02 worktrees</a><a href="#models">03 models</a><a href="#skills">04 skills</a><a href="#create-skill">05 create</a><a href="#field-kit">06 field kit</a><a href="#hands-on">07 hands-on</a><a href="#verification">08 verify</a></nav><div class="topbar-tools"><div class="lang-switch" aria-label="Language"><button class="active" data-lang="en" aria-pressed="true">EN</button><span>/</span><button data-lang="pt" aria-pressed="false">PT</button></div><span class="edition">AI ENGINEERING <i></i> 01 / 2026</span></div></header>
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<section class="hero" id="top"><div><p class="eyebrow">A presentation for humans who ship</p><h1>AI for<br /><em>dummies.</em></h1><p class="lede">You do not need an army of models. You need a system: one mind to frame the work, several hands to execute it, and a clean boundary between every task.</p></div><aside class="hero-index"><span>FIELD NOTE / 001</span><strong>Ship the<br /><em>system.</em></strong><small>Skills · agents · worktrees · proof</small></aside></section>
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<section class="hero-stats" aria-label="Chapter summary"><div><strong>01</strong><span>strong model<br />for ambiguity</span></div><div><strong>03</strong><span>bounded workers<br />in parallel</span></div><div><strong>∞</strong><span>iterations<br />with evidence</span></div><p>Read this as a route map, not a prompt recipe.</p></section>
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<section class="thesis"><div><span>RULE ZERO</span><strong>Strong model for ambiguity.<br />Light model for bounded work.</strong></div><div class="signal" aria-hidden="true"><b>THINK</b><i></i><i></i><i></i><b>MAKE</b></div></section>
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<section class="skill-catalog" id="field-kit"><div class="section-label"><span>Common skills</span><span>choose behavior before model</span></div><div class="catalog-intro"><div><p class="eyebrow">The field kit</p><h2>Different jobs.<br />Different <em>instincts.</em></h2></div><p>A skill changes how an agent approaches work. Some shape communication. Others enforce research, debugging, review, or completion discipline. Select one to inspect its operating rule and verified source.</p></div><div class="skill-deck"><div class="skill-index" role="tablist" aria-label="Common agent skills"><button class="active" data-common-skill="ponytail" role="tab" aria-selected="true"><span>SIMPLIFY</span><strong>ponytail-lite</strong><small>minimum code that holds</small></button><button data-common-skill="caveman" role="tab" aria-selected="false"><span>COMMUNICATE</span><strong>caveman</strong><small>signal without filler</small></button><button data-common-skill="unlazy" role="tab" aria-selected="false"><span>COMPLETE</span><strong>unlazy</strong><small>gates and evidence</small></button><button data-common-skill="research" role="tab" aria-selected="false"><span>INVESTIGATE</span><strong>research</strong><small>primary sources first</small></button><button data-common-skill="debug" role="tab" aria-selected="false"><span>DIAGNOSE</span><strong>diagnosing-bugs</strong><small>tight feedback loop</small></button><button data-common-skill="review" role="tab" aria-selected="false"><span>REVIEW</span><strong>code-review</strong><small>standards × spec</small></button><button data-common-skill="tokens" role="tab" aria-selected="false"><span>ECONOMIZE</span><strong>token-saver</strong><small>compress noisy output</small></button></div><article class="common-skill-detail" id="common-skill-detail" aria-live="polite"></article></div><div class="skill-loadout"><span>ONE PRACTICAL LOADOUT</span><div><b>PLAN</b> unlazy <i>→</i> <b>BUILD</b> ponytail-lite <i>→</i> <b>DEBUG</b> diagnosing-bugs <i>→</i> <b>REPORT</b> caveman</div></div><article class="install-skills"><header><div><span>INSTALL PACK</span><strong>Ask your coding agent to verify, install, and validate the skills.</strong></div><button data-copy-target="prompt-install-skills"><span>COPY</span><i aria-hidden="true">↗</i></button></header><pre><code id="prompt-install-skills"></code></pre><footer>Review every source before installation. Existing local skills must be preserved.</footer></article></section>
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<section class="hands-on" id="hands-on"><div class="section-label"><span>Hands-on</span><span>10 minutes / one missing feature</span></div><div class="hands-intro"><div><p class="eyebrow">Tiny Tasks lab</p><h2>Same task.<br />Better <em>operating system.</em></h2></div><div><p>Start with a deliberately incomplete static task board. Run one prompt as written, reset, then run the skill-enabled version. Compare diff size, verification evidence, and unnecessary complexity.</p><div class="starter-links"><a href="hands-on/starter/" class="starter-link">Open the starter project →</a><a href="hands-on/rules/" class="starter-link">Open the rules lab →</a></div></div></div><div class="exercise-brief"><span>THE MISSING FEATURE</span><strong>Add All / Open / Done filters that survive reload and browser navigation.</strong><div><b>STACK</b> HTML · CSS · JavaScript <b>DEPENDENCIES</b> none <b>FILES</b> 3</div></div><div class="prompt-compare"><article class="prompt-card"><header><div><span>RUN A</span><strong>Good prompt</strong></div><button data-copy-target="prompt-basic"><span>COPY</span><i aria-hidden="true">↗</i></button></header><pre><code id="prompt-basic"></code></pre><footer>Clear context · constraints · acceptance · evidence</footer></article><article class="prompt-card enhanced"><header><div><span>RUN B</span><strong>Good prompt + skills</strong></div><button data-copy-target="prompt-skills"><span>COPY</span><i aria-hidden="true">↗</i></button></header><pre><code id="prompt-skills"></code></pre><footer>Same contract · explicit working methods · stronger proof</footer></article></div><div class="comparison-strip"><span>COMPARE THE RUNS</span><div><b>01</b> Files changed</div><div><b>02</b> New dependencies</div><div><b>03</b> Checks actually run</div><div><b>04</b> Evidence returned</div></div><p class="copy-status" id="copy-status" role="status" aria-live="polite"></p></section>
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<aside class="rule"><span>THE HUMAN JOB</span><strong>The agent may be autonomous in execution. Intent, boundaries, and evidence remain yours.</strong></aside><aside class="callout"><span>START HERE</span><strong>Begin with one agent and one skill. Add parallelism only when the tasks are truly independent.</strong></aside>
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<section class="verification" id="verification"><div class="section-label"><span>Verification</span><span>evidence over confidence</span></div><div class="verify-intro"><div><p class="eyebrow">From confident drift to decisive proof</p><h2>Three layers.<br /><em>Run each separately.</em></h2></div><p>Every gate needs its own line, its own exit code, and its own evidence. The matrix below is the deliverable — not opinion, not prose, not "looks done".</p></div><div class="verify-layers"><article><span>01 · STATIC</span><h3>Shape and types</h3><p>Format, lint, type-check. Fast and scope-bounded. Run on every save.</p><code>pnpm lint; echo "lint=$?"
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pnpm typecheck; echo "typecheck=$?"</code></article><article><span>02 · BEHAVIOR</span><h3>Deterministic proof</h3><p>Unit and contract tests. Repeatable. Run before claiming done.</p><code>pnpm test; echo "test=$?"
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cd services/api && go test ./...</code></article><article><span>03 · INTEGRATION</span><h3>Real surface, real load</h3><p>Drive the actual UI, API, browser. Slow, fragile, decisive. Only this catches mobile overflow and missing 404.</p><code>pnpm check:ui; echo "ui=$?"
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TURBO_FORCE=true pnpm e2e</code></article></div><div class="verify-antipatterns"><span>FOUR WAYS GREEN IS FALSE</span><div class="ap-grid"><article><b>1</b><div><strong>Pipe a gate</strong><p>tail, grep, or head hide the real exit code — a pipeline returns the last command's status.</p></div></article><article><b>2</b><div><strong>Swallow a rejection</strong><p>Silent <code>.catch(() => {})</code> hides a panic, an upstream limit, or a partial failure.</p></div></article><article><b>3</b><div><strong>Trust the cache</strong><p>Turbo caches results. A gate that "passes" may not have run — use <code>TURBO_FORCE=true</code>.</p></div></article><article><b>4</b><div><strong>Skip the third layer</strong><p>Static + unit can both be green while the page breaks on mobile or the API never returns 404.</p></div></article></div></div><article class="verify-cta"><span>RUN IT YOURSELF · 10 minutes per lab</span><div class="verify-cta-grid"><a href="hands-on/starter/" class="verify-card"><strong>Path A · verification lab</strong><p>Run the four-row comparison strip on the starter. Run A naively, Run B with <code>$gate-discipline</code> + <code>$webapp-testing</code>.</p><small>Open the starter →</small></a><a href="hands-on/rules/" class="verify-card"><strong>Path B · rules lab</strong><p>Toggle rule sources off and on. Compare the diff size, the count of gate commands invoked, and the names of checks cited in the final reply.</p><small>Open the rules lab →</small></a></div></article></section>
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<section class="sources"><div class="section-label"><span>Keep learning</span><span>12 new readings + primary docs</span></div><p>Go deeper with official documentation, production case studies, Medium, and practitioner workflows. <a href="rules/">Rules and enforcement case study →</a> <a href="docs/references/README.md">Primary references →</a> <a href="docs/references/additional-reading.md">12-part reading path →</a></p></section>
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