https://yanqian.github.io/tags/constraint-design/Recent content in Constraint-Design on Armstrong YanHugoenSat, 23 May 2026 20:33:47 +0800https://yanqian.github.io/posts/publish/software-is-becoming-search-why-engineers-are-turning-into-constraint-designers/Sat, 23 May 2026 20:33:47 +0800https://yanqian.github.io/posts/publish/software-is-becoming-search-why-engineers-are-turning-into-constraint-designers/<p>When implementation becomes abundant, engineering starts to look less like construction and more like navigation.</p> <p>This is Part 3 of the AI-Native Software Engineering series.</p> <p>It continues from <a href="https://yanqian.github.io/posts/publish/harness-engineering-is-about-limiting-ai-not-empowering-it/" >AI-Native Software Engineering, Part 2: Harness Engineering and Correctness</a>.</p> <p>The first article asked:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-text" data-lang="text"><span class="line"><span class="cl">How does understanding form when implementation is delegated? </span></span></code></pre></div><p>The second article asked:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-text" data-lang="text"><span class="line"><span class="cl">How does correctness form when generation is cheap? </span></span></code></pre></div><p>This article asks:</p> <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-text" data-lang="text"><span class="line"><span class="cl">If implementation keeps getting cheaper, </span></span><span class="line"><span class="cl">what are engineers actually doing? </span></span></code></pre></div><p>Here, constraints shift meaning.</p>