https://indenscale.github.io/ Agent 架构、运营工业化、施工管理计算化。记录思考与实践。 zh-CN Tue, 30 Jun 2026 04:35:09 +0000 IndenScale RSS Generator https://indenscale.github.io/eac/01-eac-general-method/ https://indenscale.github.io/eac/01-eac-general-method/ Mon, 29 Jun 2026 00:00:00 +0000 "将软件工程的成熟实践以领域适配的方式迁移至硬件、结构、电子、建造等一切人造物工程。系统阐述 EaC 五项核心实践：文本优先、可执行规格、Git 工作流、全频谱分层验证与 CI/CD。" 宋涤非 (IndenScale) EaC 复杂性治理 可执行规格 CI/CD 文本化工程 https://indenscale.github.io/eac/02-software-as-code/ https://indenscale.github.io/eac/02-software-as-code/ Mon, 29 Jun 2026 00:00:00 +0000 "软件工程是 Engineering as Code 的第一个完整参考实现。从机器码到高级语言、操作系统、协议栈与 CI/CD，回顾软件如何将构建行为本身纳入文本化与自动化体系。" 宋涤非 (IndenScale) EaC 软件工程 基础设施即代码 版本控制 CI/CD https://indenscale.github.io/eac/03-silicon-as-code/ https://indenscale.github.io/eac/03-silicon-as-code/ Mon, 29 Jun 2026 00:00:00 +0000 "半导体产业如何在互不信任的寡头格局下，用 PDK、DRC/LVS、可执行契约与 CI/CD 将千亿级晶体管的设计与制造纳入代码治理。" 宋涤非 (IndenScale) EaC 半导体 PDK DRC LVS 产业治理 https://indenscale.github.io/eac/04-mbse-unfinished-journey/ https://indenscale.github.io/eac/04-mbse-unfinished-journey/ Mon, 29 Jun 2026 00:00:00 +0000 "Model-Based Systems Engineering 二十年的实践留下了昂贵的模型仓库、不可执行的 SysML 图与专有工具锁定。本文剖析其治理理性缺血，并指向 EaC 作为出路。" 宋涤非 (IndenScale) EaC MBSE SysML 系统工程 可执行规格 https://indenscale.github.io/eac/05-ai4engineering-why-ai-cannot-design/ https://indenscale.github.io/eac/05-ai4engineering-why-ai-cannot-design/ Mon, 29 Jun 2026 00:00:00 +0000 "AI 能写诗、写代码、做芯片，却在建筑、机械、水利等传统工程设计中举步维艰。根因不是模型不够强，而是 as Code 基础设施缺失导致的质量左移断层。" 宋涤非 (IndenScale) EaC AI 工程设计 CAD 质量左移 https://indenscale.github.io/eac/06-engineering4ai-rlvr/ https://indenscale.github.io/eac/06-engineering4ai-rlvr/ Mon, 29 Jun 2026 00:00:00 +0000 "从 Game → Math → Code → HWE，可验证奖励（RLVR）的下一个主战场是硬件工程。EaC 基础设施一旦建成，将为 AI 提供最密集、最分层的可验证奖励空间。" 宋涤非 (IndenScale) EaC RLVR 硬件工程 可验证奖励 AI https://indenscale.github.io/knowledge/07-ops-creative-engineering/ https://indenscale.github.io/knowledge/07-ops-creative-engineering/ Mon, 01 Jun 2026 00:00:00 +0000 "工作三分类模型——运营（低偏差系统把关）、工程（中偏差人机共创）、创作（高偏差人类把关）" 宋涤非 (IndenScale) https://indenscale.github.io/knowledge/08-ita-framework/ https://indenscale.github.io/knowledge/08-ita-framework/ Mon, 01 Jun 2026 00:00:00 +0000 "面向运营自动化的元方法论——将运营任务解构为三个元问题以替代流程驱动范式" 宋涤非 (IndenScale) https://indenscale.github.io/synthesis/agent-engineering/ https://indenscale.github.io/synthesis/agent-engineering/ Sun, 24 May 2026 00:00:00 +0000 "OpStack 与 Agent Harness Engineering 之间的桥梁：四个关键决策、未闭环的治理环节，以及为什么治理基础设施是 Agent 下一阶段的核心瓶颈。" 宋涤非 (IndenScale) https://indenscale.github.io/synthesis/iwe/ https://indenscale.github.io/synthesis/iwe/ Sun, 24 May 2026 00:00:00 +0000 "沙盒把 Agent 隔离起来不造成破坏。IWE 把 Agent 武装起来做对的事。前者是防守，后者是进攻。" 宋涤非 (IndenScale) https://indenscale.github.io/synthesis/jargon-rl/ https://indenscale.github.io/synthesis/jargon-rl/ Sun, 24 May 2026 00:00:00 +0000 "将验证器套件本身变为与模型共同演化之物——以施工计划验证语言 CPML 为例的元对齐范式。" 宋涤非 (IndenScale) RL RLVR 对齐 验证器 DSL CPML pydantic https://indenscale.github.io/knowledge/00-opframework/ https://indenscale.github.io/knowledge/00-opframework/ Thu, 21 May 2026 00:00:00 +0000 "排除法定义运营、三层架构（产物/内容/数据）、核心公式、四类知识资产——OpStack 框架的总纲" 宋涤非 (IndenScale) https://indenscale.github.io/knowledge/01-framework/ https://indenscale.github.io/knowledge/01-framework/ Thu, 21 May 2026 00:00:00 +0000 "框架定义维度和自由度——驱动字段、测量字段、参考来源、派生逻辑。框架的版本化、治理和演化规则" 宋涤非 (IndenScale) https://indenscale.github.io/knowledge/02-tactic/ https://indenscale.github.io/knowledge/02-tactic/ Thu, 21 May 2026 00:00:00 +0000 "策略定义验收条件——断言、校验器、评估项、HITL 节点的梯度模型。策略与框架的交互规则" 宋涤非 (IndenScale) https://indenscale.github.io/knowledge/03-fact/ https://indenscale.github.io/knowledge/03-fact/ Thu, 21 May 2026 00:00:00 +0000 "驱动事实与参考事实的治理差异——采集效率 vs 口径一致性。四类事实的数据源映射" 宋涤非 (IndenScale) https://indenscale.github.io/knowledge/04-design/ https://indenscale.github.io/knowledge/04-design/ Thu, 21 May 2026 00:00:00 +0000 "设计资产的角色——作为人类理解的锚点。设计与框架/策略/事实的交互模式" 宋涤非 (IndenScale) https://indenscale.github.io/knowledge/05-toolchain/ https://indenscale.github.io/knowledge/05-toolchain/ Thu, 21 May 2026 00:00:00 +0000 "OpStack 框架的推荐实现映射——Jinja2 模板、Pydantic 模型、飞书多维表格、CI 编排" 宋涤非 (IndenScale) https://indenscale.github.io/knowledge/06-afterword/ https://indenscale.github.io/knowledge/06-afterword/ Thu, 21 May 2026 00:00:00 +0000 "框架的自指问题——谁来治理治理者。诚实文化假设、联邦治理原型、自省与执行的二阶分离" 宋涤非 (IndenScale) https://indenscale.github.io/domains/construction-os/ https://indenscale.github.io/domains/construction-os/ Fri, 15 May 2026 00:00:00 +0000 "如果 CPML 是仿真内核，Construction OS 就是围绕它构建的操作系统——从计划验证到数字孪生维护到可视化决策。" 宋涤非 (IndenScale) BIM 产品 数字孪生 Agent https://indenscale.github.io/domains/cpml/ https://indenscale.github.io/domains/cpml/ Sun, 10 May 2026 00:00:00 +0000 "施工计划不是甘特图上的色条。它是空间、资源、时间、速率的四维约束系统。CPML 将这些约束声明化，让编译器在开工前发现冲突。" 宋涤非 (IndenScale) BIM CPML DSL Rust 编译器 https://indenscale.github.io/domains/zhongwei-aidc/ https://indenscale.github.io/domains/zhongwei-aidc/ Fri, 01 May 2026 00:00:00 +0000 "在中卫 IDC 项目现场，传统施工管理方法在真实冲击下一次次失效。这促使我思考：施工计划能否被定义为一个可计算的问题？" 宋涤非 (IndenScale) BIM EPC 施工管理 CPM https://indenscale.github.io/tools/atomdoc/ https://indenscale.github.io/tools/atomdoc/ Wed, 15 Apr 2026 00:00:00 +0000 "AI Agent 可以写代码但不能可靠编辑 .docx。AtomDoc 用 passthrough 保真往返方案解决了这个问题。" 宋涤非 (IndenScale) 项目 文档工程 OOXML https://indenscale.github.io/architecture/00-three-layer-framework/ https://indenscale.github.io/architecture/00-three-layer-framework/ Wed, 25 Mar 2026 00:00:00 +0000 "从控制边界（会话/回合/步骤）理解 Agent 架构的动机和认知框架" 宋涤非 (IndenScale) Agent Architecture https://indenscale.github.io/architecture/01-foundational-components/ https://indenscale.github.io/architecture/01-foundational-components/ Wed, 25 Mar 2026 00:00:00 +0000 "将 Agent 分解为其原子构件：LLM 作为概率引擎，提示词作为运行时配置，Bash 作为通用接口" 宋涤非 (IndenScale) Agent Architecture https://indenscale.github.io/architecture/02-conversation-loop/ https://indenscale.github.io/architecture/02-conversation-loop/ Wed, 25 Mar 2026 00:00:00 +0000 "分析最简单的 Agent 形式——对话机器人——控制权如何在用户和助手之间交替" 宋涤非 (IndenScale) Agent Architecture https://indenscale.github.io/architecture/03-action-loop/ https://indenscale.github.io/architecture/03-action-loop/ Wed, 25 Mar 2026 00:00:00 +0000 "助手回合如何通过思考-行动-观察循环（ReAct）扩展为多次工具调用" 宋涤非 (IndenScale) Agent Architecture https://indenscale.github.io/architecture/04-session-loop/ https://indenscale.github.io/architecture/04-session-loop/ Wed, 25 Mar 2026 00:00:00 +0000 "跨对话的任务分解、批处理与流水线模式，以及无需明确边界的无限游戏" 宋涤非 (IndenScale) Agent Architecture https://indenscale.github.io/architecture/05-control-mechanisms/ https://indenscale.github.io/architecture/05-control-mechanisms/ Wed, 25 Mar 2026 00:00:00 +0000 "Agent 控制工程与蒸汽机离心调速器的类比——上下文填充率、步执行速率等关键控制切面" 宋涤非 (IndenScale) Agent Architecture https://indenscale.github.io/architecture/06-state-bus/ https://indenscale.github.io/architecture/06-state-bus/ Wed, 25 Mar 2026 00:00:00 +0000 "Agent 状态的三层存储：内存变量、Agent Flag（文件系统）和外部数据库" 宋涤非 (IndenScale) Agent Architecture https://indenscale.github.io/architecture/07-toward-open-world/ https://indenscale.github.io/architecture/07-toward-open-world/ Wed, 25 Mar 2026 00:00:00 +0000 "Agent 基础设施必须超越软件工程（IDE、git）进入更广泛的知识工作领域：法律、医疗、工程" 宋涤非 (IndenScale) Agent Architecture https://indenscale.github.io/architecture/agent-flag-spec/ https://indenscale.github.io/architecture/agent-flag-spec/ Tue, 24 Mar 2026 00:00:00 +0000 "开放、持久化、文件系统级别的 Agent 状态协议，实现无内存的跨进程状态通信" 宋涤非 (IndenScale) Agent Architecture,State https://indenscale.github.io/architecture/agent-hooks-spec/ https://indenscale.github.io/architecture/agent-hooks-spec/ Tue, 24 Mar 2026 00:00:00 +0000 "Session/Turn/ReAct 三层生命周期的事件钩子规范——pre/post 钩子和质量门" 宋涤非 (IndenScale) Agent Architecture,Hooks https://indenscale.github.io/architecture/agent-engineering-in-2026/ https://indenscale.github.io/architecture/agent-engineering-in-2026/ Sat, 21 Feb 2026 00:00:00 +0000 "2026 年，Agent 开发从神秘的艺术转变为可工程化的学科。本文定义 Agent Engineering 的三层架构、Hooks 的六种工程实践，以及生产环境的及格线。" 宋涤非 (IndenScale) Agent Engineering AI 架构 Hooks Claude Code https://indenscale.github.io/tools/typedown/ https://indenscale.github.io/tools/typedown/ Sun, 10 Aug 2025 00:00:00 +0000 "在 Agent 产出暴增后，人工审查成为瓶颈。Typedown 让 Markdown 文档在编写时就通过编译期验证。" 宋涤非 (IndenScale) 项目 DSL 验证