Victor Lee - Agent Ages (Page 3)

Agent Ages

Sign in Subscribe

Victor Lee

Execution Collapse

The rapid decline in the cost and effort required to perform complex tasks due to automation through AI agents and programmable workflows. This entry is part of the Agent Ages Concept Dictionary.

Intelligence Capital (I)

A new form of capital representing deployable machine intelligence capable of performing tasks traditionally done by human labour. This entry is part of the Agent Ages Concept Dictionary.

Accountability Capital

The scarce economic value associated with human judgement, responsibility, and decision-making in systems where execution can be automated. This entry is part of the Agent Ages Concept Dictionary.

Agent Routing

A mechanism that dynamically assigns models, agents, or execution paths to different tasks based on risk, cost, capability, and context. Core questions: Which agent/model for which task? When is human intervention needed? When should degradation occur? This entry is part of the Agent Ages Concept Dictionary. Chinese version available.

Agent Infrastructure

The technological foundation that allows AI agents to run reliably, including hosting, monitoring, routing, and auditing systems. This entry is part of the Agent Ages Concept Dictionary.

Verification Asymmetry

A condition where producing information becomes easy but verifying its accuracy becomes difficult. This entry is part of the Agent Ages Concept Dictionary.

Distribution Power

The ability to control or influence how ideas, products, or services reach audiences and markets. This entry is part of the Agent Ages Concept Dictionary.

Feedback Loop Economy

An economic dynamic where competitive advantage depends on how quickly systems collect data, learn from outcomes, and improve workflows. This entry is part of the Agent Ages Concept Dictionary.

Agent Orchestration

The coordination of multiple agents performing specialised tasks within a larger workflow. This entry is part of the Agent Ages Concept Dictionary.

Programmable Execution

The ability to convert complex operational processes into software-controlled instructions executed by AI agents. This entry is part of the Agent Ages Concept Dictionary.

Agent Governance

The rules, oversight mechanisms, and auditing systems that ensure agent behaviour remains aligned with human goals. This entry is part of the Agent Ages Concept Dictionary.

Agent Identity

A persistent identity assigned to an AI agent enabling accountability, task history, and role management. This entry is part of the Agent Ages Concept Dictionary.

Agent Interface

The entry point through which humans deploy or interact with AI agents to accomplish tasks. This entry is part of the Agent Ages Concept Dictionary.

智体经济宣言 / Manifesto

**智体时代不是未来。它已经开始。** 过去的人工智能，只会说话。现在的智体，会做事。它们开始长出手：调用工具、执行任务、跑工作流。当“思考”连接“行动”，世界就变了。公司会变，职业会变，定价会变，分配会变。旧世界把公司当组织，把劳动当工时，把市场当价格。新世界把公司当工作流资产，把劳动拆成“可复制执行”和“责任判断”。这不是颠覆，是渐进，是温水，是多米诺骨牌。第一块已经倒下，剩下的只是时间问题。 — **Manifesto (EN)** The age of agents is not the future — it has started. AI used to talk;

The Solo Supercompany How AI Agents Turn Companies into Workflow Assets

Author: Victor Lee Publication: Agent Ages Date: 2026 Keywords: solo supercompany, AI agents, workflow assets, agent economy, AI entrepreneurship, one-person company, agent workflows Introduction For more than two centuries, one assumption has quietly shaped the architecture of the global economy. A company must be an organisation. Organisations require people. People

智体词典：工作流资产 / Agent Lexicon: Workflow Assets

**概念** 工作流资产 = 可复制、可验证、可计价的执行流程。它不是软件，也不是人力，而是一段“可被智体执行”的流程。 **为什么重要** - 让规模从“人”变成“流程” - 让价值从“结果”变成“证据链” — **English Summary** Workflow assets are repeatable, verifiable execution flows run by agents. They scale impact by turning processes into assets, not headcount.

智体 / AI Agent

**一句话定义** 智体 = 能调用工具、执行任务并形成闭环的行动型智能。 **旧世界定义** AI 是“回答问题”的系统；人负责行动与责任。 **智体时代改写** 智体把“思考 + 行动 + 证据链”绑定在一起，开始像一个可执行的主体。 **为什么重要** - 让执行成本坍塌 - 让组织从人头变成流程资产 - 让责任与验证成为新稀缺 **例子（3条）** 1) 自动化销售外呼 + CRM 更新 2) 运营报告生成 + 指标异常追踪 3) 采购比价 + 采购单执行 **See also** - /concepts/zhi-ti-gong-zuo-liu-agent-workflows/ - /concepts/zhi-ti-ci-dian-gong-zuo-liu-zi-chan-agent-lexicon-workflow-assets/ - /tag/manifesto/ English version coming

Agent Stack 工具栈 / Agent Stack Tools

**目标** 把“能做事的智体”拆成可复用的工具栈。 **最小工具栈** 1) 采集：网页/数据库/文档 2) 执行：API/脚本/自动化 3) 记忆：可检索的长期上下文 4) 验证：日志 + 证据链 — **English Summary** An agent stack is a minimal, reusable toolset for execution: acquire, act, remember, verify.

智体工作流 / Agent Workflows

**一句话定义** 智体工作流 = 一组可被智体执行、可验证产出、可复用的任务序列。 **旧世界定义** 流程靠人推进、靠会议对齐、靠老板拍板。 **智体时代改写** 流程可以被拆成模块，交给智体执行并留下证据链。 **为什么重要** - 规模来自复制流程 - 责任来自可审计记录 - 成本来自自动化执行 **例子（3条）** 1) 招聘：筛选简历 → 结构化面试 → 产出评估 2) 增长：拉取数据 → 生成洞察 → 更新投放策略 3) 客服：问题归类 → 生成答复 → 生成 FAQ **See also** - /concepts/zhi-ti-ai-agent/ - /concepts/zhi-ti-ci-dian-gong-zuo-liu-zi-chan-agent-lexicon-workflow-assets/ - /essays/the-solo-supercompany-how-ai-agents-turn-companies-into-workflow-assets-2/ English version