https://siqi-liu.com/zh/categories/technology/Recent content in Technology on Yosgi BlogHugozhFri, 12 Jun 2026 04:28:42 +0000https://siqi-liu.com/zh/post/%E6%88%91%E4%BB%AC%E6%80%8E%E4%B9%88%E6%8A%8A-2d-%E5%9B%BE%E7%BA%B8%E6%8E%A5%E8%BF%9B-3d-%E5%9C%BA%E6%99%AF/Thu, 11 Jun 2026 00:00:00 +0000https://siqi-liu.com/zh/post/%E6%88%91%E4%BB%AC%E6%80%8E%E4%B9%88%E6%8A%8A-2d-%E5%9B%BE%E7%BA%B8%E6%8E%A5%E8%BF%9B-3d-%E5%9C%BA%E6%99%AF/这篇文章复盘了一个工程图理解项目：我们最初只是想提取图纸文字，后来发现真正重要的是文字、符号、位置和连接关系，于是把 2D 工程图解析成结构化数据，并映射到 3D 数字孪生场景里https://siqi-liu.com/zh/post/%E4%BD%A0%E7%9A%84-agent-%E5%9B%9E%E7%AD%94%E4%B8%8D%E4%B8%80%E8%87%B4-%E4%B8%8D%E6%98%AF%E5%9B%A0%E4%B8%BA%E5%AE%83%E7%AC%A8-%E8%80%8C%E6%98%AF%E5%9B%A0%E4%B8%BA%E5%AE%83%E6%9C%89%E5%A4%AA%E5%A4%9A%E8%B7%AF%E5%BE%84/Thu, 07 May 2026 00:00:00 +0000https://siqi-liu.com/zh/post/%E4%BD%A0%E7%9A%84-agent-%E5%9B%9E%E7%AD%94%E4%B8%8D%E4%B8%80%E8%87%B4-%E4%B8%8D%E6%98%AF%E5%9B%A0%E4%B8%BA%E5%AE%83%E7%AC%A8-%E8%80%8C%E6%98%AF%E5%9B%A0%E4%B8%BA%E5%AE%83%E6%9C%89%E5%A4%AA%E5%A4%9A%E8%B7%AF%E5%BE%84/用 Skills 稳定 Agent 的工具路径https://siqi-liu.com/zh/post/tool-%E7%94%A8%E6%9D%A5%E6%8E%A7%E5%88%B6code-%E7%94%A8%E6%9D%A5%E5%88%86%E6%9E%903/Wed, 28 Jan 2026 00:00:00 +0000https://siqi-liu.com/zh/post/tool-%E7%94%A8%E6%9D%A5%E6%8E%A7%E5%88%B6code-%E7%94%A8%E6%9D%A5%E5%88%86%E6%9E%903/在大规模 Agent 系统里，纯 Tool 容易被上下文拖垮，纯 Code 又会带来过高延迟。本文结合真实实验，介绍一种通过 “Context Off-Ramp” 在 Tool 与 Code 之间切换的双轨执行架构。https://siqi-liu.com/zh/post/%E4%B8%BA%E4%BB%80%E4%B9%88-tool-%E5%92%8C-code-%E5%9C%A8-agent-%E7%B3%BB%E7%BB%9F%E9%87%8C%E4%BC%9A%E4%BB%A5%E4%B8%8D%E5%90%8C%E6%96%B9%E5%BC%8F%E5%A4%B1%E8%B4%A52/Sat, 27 Dec 2025 00:00:00 +0000https://siqi-liu.com/zh/post/%E4%B8%BA%E4%BB%80%E4%B9%88-tool-%E5%92%8C-code-%E5%9C%A8-agent-%E7%B3%BB%E7%BB%9F%E9%87%8C%E4%BC%9A%E4%BB%A5%E4%B8%8D%E5%90%8C%E6%96%B9%E5%BC%8F%E5%A4%B1%E8%B4%A52/Tool 和 Code 不只是表达能力不同，它们也会在不同时间失败。本文解释为什么多轮 Agent 系统会放大这种差异。https://siqi-liu.com/zh/post/%E4%B8%80%E6%AC%A1-mcp-as-code-%E7%9A%84%E9%87%8D%E6%9E%84%E5%B0%9D%E8%AF%95%E4%BB%A5%E5%8F%8A%E5%AE%83%E4%B8%BA%E4%BB%80%E4%B9%88%E6%B2%A1%E6%9C%89%E6%8C%89%E9%A2%84%E6%83%B3%E5%B7%A5%E4%BD%9C-1-/Thu, 18 Dec 2025 00:00:00 +0000https://siqi-liu.com/zh/post/%E4%B8%80%E6%AC%A1-mcp-as-code-%E7%9A%84%E9%87%8D%E6%9E%84%E5%B0%9D%E8%AF%95%E4%BB%A5%E5%8F%8A%E5%AE%83%E4%B8%BA%E4%BB%80%E4%B9%88%E6%B2%A1%E6%9C%89%E6%8C%89%E9%A2%84%E6%83%B3%E5%B7%A5%E4%BD%9C-1-/一次 MCP-as-Code 重构复盘：它缓解了上下文压力，但也放大了交互场景中的延迟和运行时失败成本。https://siqi-liu.com/zh/post/react-%E7%8A%B6%E6%80%81%E4%B8%8E-3d-%E5%BC%95%E6%93%8E%E7%9A%84%E9%AB%98%E9%A2%91%E5%90%8C%E6%AD%A5%E6%9E%B6%E6%9E%84/Wed, 01 Oct 2025 00:00:00 +0000https://siqi-liu.com/zh/post/react-%E7%8A%B6%E6%80%81%E4%B8%8E-3d-%E5%BC%95%E6%93%8E%E7%9A%84%E9%AB%98%E9%A2%91%E5%90%8C%E6%AD%A5%E6%9E%B6%E6%9E%84/一套适用于海量即时数据的同步范式：中间层隔离高频数据源，React 只消费可视窗口的线性投影。https://siqi-liu.com/zh/post/%E5%88%9D%E6%AD%A5%E5%B0%9D%E8%AF%95%E6%9E%84%E5%BB%BA-mcp-%E5%B7%A5%E5%85%B7%E7%9A%84%E7%BB%8F%E9%AA%8C/Tue, 01 Jul 2025 00:00:00 +0000https://siqi-liu.com/zh/post/%E5%88%9D%E6%AD%A5%E5%B0%9D%E8%AF%95%E6%9E%84%E5%BB%BA-mcp-%E5%B7%A5%E5%85%B7%E7%9A%84%E7%BB%8F%E9%AA%8C/如何把 6,000 个 Token 压缩到 500 个