https://bml.asia/tags/testing/ Recent content in Testing on 苏然的博客 Hugo zh-CN Thu, 17 Sep 2026 04:19:55 +0800 https://bml.asia/posts/testmu-agent-assurance-ai-agent-shangxian-anquan/ Thu, 20 Aug 2026 03:18:00 +0800 https://bml.asia/posts/testmu-agent-assurance-ai-agent-shangxian-anquan/ <p>　　先说结论：<code>AI 智能体</code>上线前的安全验证，绝大多数团队还在用&quot;看日志、读对话&quot;这种旧办法，而这恰恰是最验不出问题的办法。<code>TestMu AI</code>（原 <code>LambdaTest</code>）推出的 <code>Agent Assurance</code>，是我目前看到的第一个把<code>对话式智能体</code>和<code>自主智能体</code>的验证放进同一个平台的产品。这篇从行业痛点、产品设计、对比表和我的实际使用场景几个角度，客观拆一遍它到底解决什么问题。</p> https://bml.asia/posts/ai-dai-ma-ceshi-de-xin-sai-dao/ Thu, 13 Aug 2026 18:35:05 +0800 https://bml.asia/posts/ai-dai-ma-ceshi-de-xin-sai-dao/ <style> /* ===== 本文排版：线框铅字 · 墨蓝朱砂 ===== */ .kz-hero, .kz-sec, .kz-concl, .kz-hl, .kz-fig { letter-spacing: .01em; } /* —— 文章标题：线框铅字（宋体 + 底部双色框线）—— */ .post h1, .pinned-title a { font-family: "Noto Serif SC", "Songti SC", "SimSun", serif; font-weight: 900; letter-spacing: .1em; color: #1f2a44; } .post h1 { font-size: 1.7rem; line-height: 1.5; display: inline-block; padding-bottom: .45rem; border-bottom: 3px double #1f2a44; margin-bottom: .6rem; } .pinned-title a { text-decoration: none; } .pinned-title a:hover { color: #1f2a44; } /* —— 引言：左侧朱砂竖线 —— */ .kz-ink { margin: 1.6rem 0 2.2rem; padding: .35rem 0 .35rem 1.2rem; border-left: 4px solid #1f2a44; color: var(--fg-dim); font-size: .98rem; line-height: 1.85; } .kz-ink b { color: #1f2a44; font-weight: 800; } /* —— 重点标注：朱砂底纹高亮 —— */ .kz-hl { background: linear-gradient(transparent 55%, rgba(31, 42, 68, .28) 55%); color: #1f2a44; font-weight: 800; padding: 0 .15em; border-radius: 2px; } .kz-key { color: #1f2a44; font-weight: 800; } .kz-dim { color: #8a94a6; } /* —— 章节标题：编号朱砂块 + 衬线标题 + 细灰线 —— */ .kz-sec { display: flex; align-items: baseline; gap: .7rem; margin: 2.8rem 0 1.2rem; padding-bottom: .5rem; border-bottom: 1px solid var(--line); } .kz-sec .kz-no { font-family: ui-monospace, Consolas, monospace; font-size: .78rem; font-weight: 800; color: #fff; background: #1f2a44; border-radius: 3px; padding: .08em .5em; flex: 0 0 auto; } .kz-sec b { font-family: "Noto Serif SC", "Songti SC", serif; font-size: 1.12rem; font-weight: 800; color: #1f2a44; letter-spacing: .06em; } /* —— 关键数字行：保留单行小排 —— */ .kz-fig { margin: 1.4rem 0 1.8rem; padding: 0; list-style: none; font-size: .95rem; line-height: 2.1; } .kz-fig li { padding-left: 1.4rem; position: relative; } .kz-fig li::before { content: "—"; position: absolute; left: 0; color: #1f2a44; font-family: ui-monospace, Consolas, monospace; } .kz-fig .kz-num { color: #1f2a44; font-weight: 800; } /* —— 引用批注：灰底细框，关键词朱砂 —— */ .kz-quote { margin: 1.6rem 0; padding: .9rem 1.2rem; border: 1px solid var(--line); border-left: 4px solid #1f2a44; border-radius: 0 4px 4px 0; background: rgba(31, 42, 68, .06); font-size: .94rem; line-height: 1.85; color: var(--fg-dim); } .kz-quote b { color: #1f2a44; } /* —— 结论：墨蓝边框，重点白字反白 —— */ .kz-concl { margin: 2rem 0 1.6rem; padding: 1.2rem 1.4rem; border: 2px solid #1f2a44; border-radius: 6px; background: rgba(31, 42, 68, .03); font-weight: 600; line-height: 1.9; } .kz-concl .kz-concl-name { display: inline-block; font-family: ui-monospace, Consolas, monospace; font-size: .74rem; font-weight: 800; letter-spacing: .14em; color: #fff; background: #1f2a44; border-radius: 3px; padding: .1em .7em; margin-bottom: .6rem; } .kz-concl .kz-hl { background: linear-gradient(transparent 55%, rgba(31, 42, 68, .28) 55%); } </style> <p class="kz-ink"> Blacksmith 一年内估值从 6000 万美元涨到 5.5 亿美元，客户从 700 家涨到 5000 家。资本在为<b>“一个问题”</b>买单，还是在为一个<b>“答案”</b>买单？这是本文想弄清楚的事。 </p>