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<meta property="og:title" content="Awesome Loop Engineering">
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<meta property="og:description" content="Curated resources, patterns, examples, schema, and field guides for recurring AI-agent systems.">
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<meta property="og:url" content="https://chaoyue0307.github.io/awesome-loop-engineering/">
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<meta property="og:image:height" content="640">
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<meta property="og:image:alt" content="Awesome Loop Engineering: a curated field guide to recurring AI-agent systems.">
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<meta name="twitter:card" content="summary_large_image">
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<meta name="twitter:title" content="Awesome Loop Engineering">
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<meta name="twitter:description" content="A field guide for designing recurring AI-agent systems above prompt, context, and harness engineering.">
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footer { margin-top: 70px; border-top: 1px solid var(--border); padding: 30px 0 56px; color: var(--faint); }
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"https://huggingface.co/datasets/cy0307/awesome-loop-engineering"
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],
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"license": "https://creativecommons.org/publicdomain/zero/1.0/",
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"image": "https://chaoyue0307.github.io/awesome-loop-engineering/assets/social-preview.png",
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"author": { "@type": "Person", "name": "Chaoyue He" },
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</script>
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</head>
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<body>
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<a class="skip" href="#
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<header class="site">
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<div class="wrap nav">
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<a class="brand" href="#top" aria-label="Loop Engineering, back to top"><img class="logo" src="assets/awesome-loop-engineering-logo.svg" alt="" width="28" height="28"> <span class="bt">Loop Engineering</span></a>
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</nav>
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<
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<a class="pill" href="https://huggingface.co/datasets/cy0307/awesome-loop-engineering">HF Dataset</a>
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<a class="pill solid" href="https://github.com/ChaoYue0307/awesome-loop-engineering">GitHub</a>
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<div class="visual">
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<img src="assets/loop-engineering-stack.svg" width="1200" height="760" style="height:auto" alt="Diagram of the engineering stack: Prompt, Context, and Harness Engineering improve one run; Loop Engineering governs recurring agent work over time.">
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</div>
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<div class="stat" role="listitem"><b>15</b><span>operational patterns</span></div>
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<div class="stat" role="listitem"><b>15</b><span>loop contracts</span></div>
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<div class="stat" role="listitem"><b>6</b><span>runnable templates</span></div>
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<div class="stat" role="listitem"><b>
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<div class="stat" role="listitem"><b>8</b><span>languages</span></div>
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</div>
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<div>
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<h4>Cite this repository</h4>
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<div class="cite">
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<pre id="cite-bib">@misc{chaoyue2026awesome_loop_engineering,
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author = {He, Chaoyue},
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title = {Awesome Loop Engineering},
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<a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/ROADMAP.md">Roadmap</a>
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<a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/TRANSLATIONS.md">Translations</a>
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</div>
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<p class="legal">
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This is an early curated map of an emerging practice, not a final standard. Original repository materials are released under <a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/LICENSE">CC0-1.0</a>. Linked resources keep their own licenses.
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<meta property="og:title" content="Awesome Loop Engineering">
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<meta property="og:description" content="Curated resources, patterns, examples, schema, and field guides for recurring AI-agent systems.">
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<meta property="og:url" content="https://chaoyue0307.github.io/awesome-loop-engineering/">
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<meta property="og:image" content="https://chaoyue0307.github.io/awesome-loop-engineering/assets/social-preview.png?v=2">
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<meta property="og:image:width" content="1280">
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<meta property="og:image:height" content="640">
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<meta property="og:image:alt" content="Awesome Loop Engineering: a curated field guide to recurring AI-agent systems.">
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<meta name="twitter:card" content="summary_large_image">
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<meta name="twitter:title" content="Awesome Loop Engineering">
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<meta name="twitter:description" content="A field guide for designing recurring AI-agent systems above prompt, context, and harness engineering.">
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<meta name="twitter:image" content="https://chaoyue0307.github.io/awesome-loop-engineering/assets/social-preview.png?v=2">
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<style>
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:root {
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color-scheme: dark;
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--panel: rgba(17, 24, 39, 0.72);
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--panel-solid: #111827;
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--muted: #c2cad8;
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--text: #f8fafc;
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--accent: #38bdf8;
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--radius: 18px;
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--maxw: 1140px;
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}
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.chip:hover { color: var(--text); border-color: var(--accent); text-decoration: none; }
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footer { margin-top: 70px; border-top: 1px solid var(--border); padding: 30px 0 56px; color: var(--faint); }
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footer .cols { display: grid; grid-template-columns: 1.4fr 1fr 1fr 1fr; gap: 22px; }
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footer h4 { color: var(--text); margin: 0 0 10px; font-size: 0.95rem; }
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footer a { color: var(--muted); display: block; padding: 3px 0; }
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.cite { position: relative; border: 1px solid var(--border); border-radius: 12px; background: #0a0f1d; padding: 14px 14px; margin-top: 12px; overflow: auto; }
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"https://huggingface.co/datasets/cy0307/awesome-loop-engineering"
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],
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"license": "https://creativecommons.org/publicdomain/zero/1.0/",
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"image": "https://chaoyue0307.github.io/awesome-loop-engineering/assets/social-preview.png?v=2",
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"author": { "@type": "Person", "name": "Chaoyue He" },
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"mainEntity": {
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"@type": "ItemList",
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</script>
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</head>
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<body>
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<a class="skip" href="#main">Skip to content</a>
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<header class="site">
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<div class="wrap nav">
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<a class="brand" href="#top" aria-label="Loop Engineering, back to top"><img class="logo" src="assets/awesome-loop-engineering-logo.svg" alt="" width="28" height="28"> <span class="bt">Loop Engineering</span></a>
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</nav>
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<span class="spacer"></span>
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<button class="menu-btn" type="button" aria-expanded="false" aria-controls="primary-nav" aria-label="Toggle navigation">☰</button>
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<nav class="ghs" aria-label="Project links">
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<a class="pill" href="https://huggingface.co/datasets/cy0307/awesome-loop-engineering">HF Dataset</a>
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<a class="pill solid" href="https://github.com/ChaoYue0307/awesome-loop-engineering">GitHub</a>
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<main id="main" tabindex="-1">
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<section class="hero" id="top">
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<div class="wrap">
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</div>
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</div>
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<div class="visual">
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<img src="assets/loop-engineering-stack.svg" width="1200" height="760" style="height:auto" fetchpriority="high" alt="Diagram of the engineering stack: Prompt, Context, and Harness Engineering improve one run; Loop Engineering governs recurring agent work over time.">
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</div>
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</div>
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<div class="stat" role="listitem"><b>15</b><span>operational patterns</span></div>
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<div class="stat" role="listitem"><b>15</b><span>loop contracts</span></div>
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<div class="stat" role="listitem"><b>6</b><span>runnable templates</span></div>
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<div class="stat" role="listitem"><b>462</b><span>curated entries</span></div>
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<div class="stat" role="listitem"><b>8</b><span>languages</span></div>
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</div>
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<div>
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<h4>Cite this repository</h4>
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<div class="cite">
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<button class="copy" type="button" data-copy="cite-bib" aria-label="Copy BibTeX citation"><span aria-live="polite">Copy</span></button>
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<pre id="cite-bib">@misc{chaoyue2026awesome_loop_engineering,
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author = {He, Chaoyue},
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title = {Awesome Loop Engineering},
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<a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/ROADMAP.md">Roadmap</a>
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<a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/TRANSLATIONS.md">Translations</a>
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</div>
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<div>
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<h4>Languages</h4>
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<a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/README.zh-CN.md" lang="zh">中文</a>
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<a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/README.es.md" lang="es">Español</a>
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<a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/README.fr.md" lang="fr">Français</a>
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<a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/README.de.md" lang="de">Deutsch</a>
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<a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/README.ja.md" lang="ja">日本語</a>
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<a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/README.ko.md" lang="ko">한국어</a>
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<a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/README.pt-BR.md" lang="pt-BR">Português</a>
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</div>
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</div>
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<p class="legal">
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This is an early curated map of an emerging practice, not a final standard. Original repository materials are released under <a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/LICENSE">CC0-1.0</a>. Linked resources keep their own licenses.
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