是审批关卡,不是自动驾驶
Devin 和 AutoGPT 会陷入你难以轻松干预的循环。Mike 会在每个重要决策点暂停并请求你批准——你始终掌控方向,AI 团队负责执行。
Mike·Team LeaderMike runs your AI Team end to end, brings the right agent in at the right step, and surfaces the calls only you should make.
One conversation. Eight specialists. Real product.
LangGraph and CrewAI hand you primitives. You still write the agent code, define the roles, wire the state, and debug the orchestration. Mike runs the 8-specialist AI Team out of the box, no Python required.
AutoGen and CrewAI demos look magical until two agents loop on each other for 200 tool calls. Mike pauses on decisions that change the product and asks you, instead of running silently to a wrong result.
从你的第一个提示词到交付结果——这就是 Mike 的实际运作方式。
Mike 将一个提示词转化为有序计划:调研、定范围、设计、构建、发布、增长。
Iris、Emma、Bob、Alex、Sarah、Adrian、David——每个人都拿到自己负责的那一部分,而不是一团混战。
Mike 请你确认方向、范围、技术栈和发布——你始终掌握主导权。
每一个选择、每一次权衡、每一个“我们为什么这么做”,都只需滚动一下就能看到,而不是被埋在 Slack 里。
团队会在你给出的批准范围内执行——不会有失控的智能体交付你未要求的内容。
Turns a goal into a phased plan with the right agents in the right order.
Hands work to Sarah, Adrian, Iris, Emma, Alex, Bob, or David based on what the task actually needs.
Every agent reads the previous agent's output so work compounds instead of restarting.
Pauses on choices that change the product and asks the human before continuing.
One view of what is done, in progress, and blocked across the AI Team.
Closes out projects with summaries of what shipped and what to iterate on.
Coordinates work using the Editor and Task tools shared across the AI Team.
手工搭建的工作流缓慢、依赖人工且需要大量工具。将鼠标悬停在任意卡片上,查看每项收益为何重要。
正从 Devin 转来?以下就是 Mike 更胜一筹的地方。
Devin 和 AutoGPT 会陷入你难以轻松干预的循环。Mike 会在每个重要决策点暂停并请求你批准——你始终掌控方向,AI 团队负责执行。
单助手工具会临时“决定”每一步。Mike 负责安排工作顺序——Iris 做研究,Emma 定义范围,Bob 做设计,Alex 开发,Sarah 推进 SEO,Adrian 投放广告——因此交接清晰顺畅,不会遗漏任何事项。
AutoGPT 日志在终端中滚动刷新。Mike 会在线程中呈现决策、阻碍因素和下一步行动,你可以在 30 秒内快速浏览——而且当你想知道某个选择为何做出时,他的决策日志始终可供查看。
| 功能 | Atoms 推荐 | LangGraph |
|---|---|---|
| 审批关卡 | 每一个重要决策 | 大部分时间自动驾驶 |
| 多智能体编排 | 8位专家,按顺序协作 | 单代理循环 |
| 决策日志 | 线程化,易于浏览 | 终端滚动 |
| 主动呈现阻碍因素 | 是 | 你来发现它们 |
| 自主任务执行 | 在您的审批流程中 | 在其自身循环内 |
Mike 并不是单独工作。以下是你与完整团队协作构建时,各项交接如何落地。
Concrete multi-agent projects Mike runs from goal to shipped product.
Research, PRD, architecture, code, SEO, and analytics coordinated into a shipped MVP.
Add a major feature to an existing product with full team coverage in one workflow.
Coordinate landing page, ads, tracking, and analysis for a launch in one project.
Cluster of SEO pages with technical implementation and analytics tracking, run as one sprint.
Design, build, and analyze an experiment end to end with the right agents in the right order.
Re-research the market, rewrite the PRD, ship the new product, and relaunch with paid acquisition.
@Mike I want to launch a freelancer time-tracking SaaS with paid acquisition in 4 weeks. Coordinate Iris's research, Emma's PRD, Bob's architecture, Alex's build, Sarah's landing pages, and Adrian's launch campaign.
@Mike ship the referral program for our existing SaaS. Pull Emma's PRD, have Bob review the schema impact, hand the build to Alex, wire David's tracking, and surface the launch readiness checklist when it is ready.
@Mike give me a status read on the invoicing module project. What has each agent shipped, what is in progress, what is blocked, and which decisions are waiting on me.
@Mike orchestrate the launch of the new pricing page. Sarah writes the page, Alex deploys it, Adrian runs the campaign against it, David tracks conversions end to end, and pause for me before the campaign goes live.
没有任何一个智能体是单独工作的。点开任意队友,即可查看他们如何处理您产品中的那一部分。
Stop hand-rolling agent workflows. Let Mike run your full AI Team end to end and ship the product inside Atoms.