/en/tags/loop-engineering/Recent content in Loop Engineering on Mi&Bee BlogHugo -- gohugo.ioen蓝宝石的傻话Wed, 10 Jun 2026 00:00:00 +0000/en/posts/aihelper/from-harness-to-loop/Sat, 30 May 2026 00:00:00 +0000/en/posts/aihelper/from-harness-to-loop/<h2 id="scene-the-system-is-reliable-but-humans-are-still-the-bottleneck">Scene: The System Is Reliable, But Humans Are Still the Bottleneck</h2> <p>Imagine a scenario where you have a perfect Harness system. AI can:</p> <ul> <li>Analyze requirements and write code</li> <li>Run tests and validate outputs</li> <li>Fix discovered bugs</li> <li>Optimize performance and code quality</li> </ul> <p>Every step works well—reliable, predictable, controllable. But whenever a bug is found, you must say &ldquo;fix this bug.&rdquo; Then another bug appears, and you say &ldquo;fix this too.&rdquo; Then comes a new feature request, and you say &ldquo;implement this feature.&rdquo;</p>/en/posts/aihelper/loop-engineering-guide/Wed, 10 Jun 2026 00:00:00 +0000/en/posts/aihelper/loop-engineering-guide/<h2 id="what-is-loop-engineering">What Is Loop Engineering?</h2> <p><strong>Definition</strong> (Addy Osmani, June 2026): Loop engineering is replacing yourself as the person who prompts the agent. You design the system that does it instead. The loop is a recursive goal where you define a purpose and the AI iterates until complete.</p> <p>Simply put: Loop Engineering = letting the system start its own workflows.</p> <p><strong>Example</strong>:</p> <ul> <li>Traditional way: You discover bug → You say &ldquo;fix this bug&rdquo; → AI fixes it</li> <li>Loop Engineering: System automatically discovers bug → System says &ldquo;fix this bug&rdquo; → AI fixes it</li> </ul> <h2 id="origins">Origins</h2> <p>The evolution of this concept:</p>