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<div>
<div class="eyebrow">Awesome Loop Engineering</div>
<h1>Design loops, not just prompts.</h1>
<p class="lead">
Loop Engineering is the AI and coding-agent practice of designing recurring systems that discover work, delegate it to agents, verify results, persist state, decide next actions, and run again.
</p>
<div class="actions">
<a class="button primary" href="https://github.com/ChaoYue0307/awesome-loop-engineering">Open GitHub Repo</a>
<a class="button" href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/DEFINITION.md">Read Definition</a>
<a class="button" href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/examples/README.md">See Examples</a>
<a class="button" href="https://huggingface.co/cy0307/awesome-loop-engineering">Hugging Face Mirror</a>
</div>
</div>
<div class="visual">
<img src="https://raw.githubusercontent.com/ChaoYue0307/awesome-loop-engineering/main/assets/loop-engineering-stack.svg" alt="Loop Engineering stack diagram">
</div>
</section>
<section class="section">
<div class="definition">
<strong>Canonical definition:</strong>
Loop Engineering is the AI and coding-agent practice of designing recurring systems that discover work, delegate it to agents, verify results, persist state, decide next actions, and run again on a cadence, event, or until a verifiable goal is reached.
</div>
</section>
<section class="section wide-visual" aria-label="Loop Contract visual">
<img src="https://raw.githubusercontent.com/ChaoYue0307/awesome-loop-engineering/main/assets/loop-contract-cards.svg" alt="Loop Contract cards">
</section>
<section class="section wide-visual" aria-label="Loop Engineering lifecycle visual">
<img src="https://raw.githubusercontent.com/ChaoYue0307/awesome-loop-engineering/main/assets/loop-lifecycle.svg" alt="Loop Engineering lifecycle: Intake, Delegate, Act, Verify, Persist, Decide; Decide retries by feeding evidence back, escalates to a human, or exits when the goal is met">
</section>
<section class="section grid" aria-label="Engineering stack">
<div class="card">
<h2>The Stack</h2>
<div class="stack">
<div class="layer"><strong>Prompt Engineering</strong><br>What should I say to the model?</div>
<div class="layer"><strong>Context Engineering</strong><br>What state and knowledge should the model see?</div>
<div class="layer"><strong>Harness Engineering</strong><br>What tools, permissions, tests, and sandboxes surround one run?</div>
<div class="layer"><strong>Loop Engineering</strong><br>What recurring system governs agent work over time?</div>
</div>
</div>
<div class="card">
<h2>What The Repo Contains</h2>
<ul>
<li>Curated papers, blogs, docs, tools, benchmarks, and patterns.</li>
<li>Manifesto, taxonomy, comparison guide, and anti-patterns.</li>
<li>Validated loop contract schema and example loop specs.</li>
<li>Pattern library for PR, CI, docs, deploy, feedback, dependency, eval, security, cost, and bug-hunting loops.</li>
</ul>
</div>
<div class="card">
<h2>Contribute</h2>
<p>
Share resources, corrections, or real loop patterns with trigger, intake, delegation, verification, state, budget, escalation, and receipts.
</p>
<p><a href="https://github.com/ChaoYue0307/awesome-loop-engineering/issues/1">Join the community pattern thread</a></p>
</div>
</section>
<section class="section grid" aria-label="Key links">
<div class="card">
<h3>Start Here</h3>
<p>Use the README for the complete curated map and contribution path.</p>
<p><a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/README.md">Read the README</a></p>
</div>
<div class="card">
<h3>Field Guides</h3>
<p>Understand the concept, boundaries, taxonomy, anti-patterns, and comparisons.</p>
<p><a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/MANIFESTO.md">Read the Manifesto</a></p>
</div>
<div class="card">
<h3>Build A Loop</h3>
<p>Start from validated JSON specs or the pattern template.</p>
<p><a href="https://github.com/ChaoYue0307/awesome-loop-engineering/tree/main/examples">View examples</a></p>
</div>
</section>
<footer>
<p>
This is an early curated map of an emerging practice, not a final standard.
Original repository materials are released under CC0-1.0.
</p>
</footer>
</main>
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