/en/tags/harness-engineering/Recent content in Harness Engineering on Mi&Bee BlogHugo -- gohugo.ioen蓝宝石的傻话Sun, 15 Feb 2026 00:00:00 +0000/en/posts/aihelper/from-context-to-harness/Thu, 25 Sep 2025 00:00:00 +0000/en/posts/aihelper/from-context-to-harness/<h2 id="scenario-information-is-correct-but-execution-goes-wrong">Scenario: Information Is Correct, But Execution Goes Wrong</h2> <p>Let&rsquo;s start with a real-world story:</p> <p><strong>Background</strong>: A company deployed a RAG-based technical documentation Q&amp;A system. This system worked perfectly—when users asked &ldquo;How to configure Redis cluster?&rdquo; it could accurately retrieve relevant information from technical documents and provide detailed configuration steps.</p> <p><strong>Problem</strong>: When a user asked &ldquo;Delete temporary files in the test directory,&rdquo; the system correctly retrieved the right technical documentation, but during execution it mistakenly deleted the entire project&rsquo;s core code.</p>/en/posts/aihelper/harness-engineering-guide/Sun, 15 Feb 2026 00:00:00 +0000/en/posts/aihelper/harness-engineering-guide/<h2 id="what-is-harness-engineering">What is Harness Engineering?</h2> <p>Definition: <strong>Harness Engineering is the discipline of designing constraints, feedback loops, tool systems, and verification mechanisms around AI agents.</strong></p> <p>This definition sounds very academic, so let&rsquo;s understand it through a vivid metaphor:</p> <blockquote> <p><strong>Harnessing a Thousand-Mile Horse</strong>: A thousand-mile horse (AI Agent) has powerful running capabilities, but without a rider, it might run randomly, injure passersby, or even rush off a cliff. Harness Engineering equips this horse with reins (constraints), brakes (safety controls), whip (incentive mechanisms), and a rider (monitoring), ensuring it travels safely on the correct path.</p>