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ai-for-dummies/models/index.html
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Marcos Paulo 208ec9447b revert: drop the out-of-scope reformat from the localization commit
The localization pass ran prettier across the repository rather than the
files it owns. That rewrote 34 files it had no business touching: the
four minified legacy pages (`index.html`, `agents/`, `models/`,
`summary/`), `scripts/verify.mjs`, `GATES.md`, `docs/references/`, and
most of `.agents/`.

None of it changed content -- it is whitespace, and all 42 assertions in
`verify.mjs` survived intact. It is still wrong here. The legacy HTML is
minified deliberately, `verify.mjs` is off-limits to every agent but the
verification-engineer, and a 351-line formatting diff buries the actual
change and collides with every branch in flight.

Keeps only what task 15d owns: `src/pages/full-guide.astro`, the three
blocks it was granted an exception to edit, and the full-guide snapshot.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-05 22:34:05 +00:00

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<!doctype html><html lang="en"><head><meta charset="utf-8"><meta name="viewport" content="width=device-width,initial-scale=1"><title>AI For Dummies — Models</title><link rel="stylesheet" href="../chapters.css"></head><body><main><header class="top"><a href="../summary/">← ROUTE MAP</a><span>01 / MODELS</span><a href="../full-guide/">field guide ↗</a></header><section class="hero"><p class="eyebrow">Model routing</p><h1>Choose the<br><em>engine.</em></h1><p>A model has a capability ceiling. Effort controls how much room it gets to reason. Route by uncertainty and verification cost.</p></section><section class="grid"><article class="card"><b>LOW</b><h2>Bounded rhythm</h2><p>Lookup, small edits, formatting, and transformations with clear checks.</p></article><article class="card"><b>MEDIUM</b><h2>Default work</h2><p>Normal implementation where the contract is clear but context matters.</p></article><article class="card"><b>HIGH</b><h2>Ambiguity</h2><p>Planning, architecture, security judgment, and hard failures.</p></article></section><section class="model"><div><p class="eyebrow">Two knobs</p><h2>Capability<br>× effort</h2></div><div class="panel"><strong>ROUTING RULE</strong><code>strong model + high effort → frame ambiguity · light model + low effort → bounded execution · raise one knob at a time → compare evidence</code></div></section><section class="practice"><div><p class="eyebrow">Sequence</p><h2>Spend judgment<br>where it <em>compounds.</em></h2></div><div class="steps"><article><b>01</b><div><strong>Plan</strong><span>Strong model: scope, risks, acceptance, and worktree split.</span></div></article><article><b>02</b><div><strong>Build</strong><span>Focused worker: smallest context and lightest model that can pass.</span></div></article><article><b>03</b><div><strong>Review</strong><span>Independent pass when missed issues cost more than the call.</span></div></article></div></section><nav class="links"><a href="../agents/">Next: agents & trees →</a><a href="../rules/">Rules case study →</a></nav></main></body></html>