https://chunghaolee.com/tags/process/Recent content in Process on Chung-Hao LeeHugoenTue, 17 Feb 2026 00:00:00 +0000https://chunghaolee.com/posts/beyond-the-model-infrastructure-and-workflow-design-are-the-hidden-engines/Tue, 17 Feb 2026 00:00:00 +0000https://chunghaolee.com/posts/beyond-the-model-infrastructure-and-workflow-design-are-the-hidden-engines/<h2 id="beyond-the-model-基礎設施與流程設計才是-ai-迭代的隱形引擎" class="relative group">Beyond the Model: 基礎設施與流程設計才是 AI 迭代的隱形引擎 <span class="absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100"><a class="group-hover:text-primary-300 dark:group-hover:text-neutral-700" style="text-decoration-line: none !important;" href="#beyond-the-model-%e5%9f%ba%e7%a4%8e%e8%a8%ad%e6%96%bd%e8%88%87%e6%b5%81%e7%a8%8b%e8%a8%ad%e8%a8%88%e6%89%8d%e6%98%af-ai-%e8%bf%ad%e4%bb%a3%e7%9a%84%e9%9a%b1%e5%bd%a2%e5%bc%95%e6%93%8e" aria-label="Anchor">#</a></span></h2><p> <figure> <picture class="mx-auto my-0 rounded-md" > <source srcset="https://chunghaolee.com/posts/beyond-the-model-infrastructure-and-workflow-design-are-the-hidden-engines/pic_hu_1da09544fe3bdabf.webp 330w,https://chunghaolee.com/posts/beyond-the-model-infrastructure-and-workflow-design-are-the-hidden-engines/pic_hu_a967e2f4f38cb655.webp 660w ,https://chunghaolee.com/posts/beyond-the-model-infrastructure-and-workflow-design-are-the-hidden-engines/pic_hu_172a97ec776b6d37.webp 1024w ,https://chunghaolee.com/posts/beyond-the-model-infrastructure-and-workflow-design-are-the-hidden-engines/pic_hu_18356523d8511404.webp 1320w " sizes="100vw" type="image/webp" /> <img width="2730" height="1535" class="mx-auto my-0 rounded-md" loading="lazy" decoding="async" src="https://chunghaolee.com/posts/beyond-the-model-infrastructure-and-workflow-design-are-the-hidden-engines/pic_hu_df02ebd1af44460a.png" srcset="https://chunghaolee.com/posts/beyond-the-model-infrastructure-and-workflow-design-are-the-hidden-engines/pic_hu_9119a6c2cc01fc66.png 330w,https://chunghaolee.com/posts/beyond-the-model-infrastructure-and-workflow-design-are-the-hidden-engines/pic_hu_df02ebd1af44460a.png 660w ,https://chunghaolee.com/posts/beyond-the-model-infrastructure-and-workflow-design-are-the-hidden-engines/pic_hu_4f1401107c082068.png 1024w ,https://chunghaolee.com/posts/beyond-the-model-infrastructure-and-workflow-design-are-the-hidden-engines/pic_hu_f7930907b0b18a5d.png 1320w " sizes="100vw" /> </picture> </figure> </p> <hr> <p>In today’s era of rapid AI evolution, many fixate on model architecture and algorithmic innovation. However, the true determinants of iteration speed and competitiveness often lie hidden within the details of <strong>Infrastructure (Infra)</strong> and <strong>Workflow Design</strong>. Why? Because every model evolution relies on high-quality data support, and the collection, processing, and analysis of that data depend heavily on real-time human judgment and intervention. If the infrastructure is flawed or the workflow clunky, the team wastes valuable time &ldquo;hunting for data,&rdquo; &ldquo;patching data holes,&rdquo; or &ldquo;clarifying data issues,&rdquo; making rapid iteration impossible.</p>