Factory
集里怎么说它
- 《Factory CEO Matan:早两年等于错,退款、路由器与软件工厂》(00:58起):嘉宾 Matan 创办的公司,做用于软件开发的自主智能体 droids,主打模型独立性与多模型 harness;本集讲了它退回全部营收、两年旷野后翻身的公司故事。
- 《Heitor:用智能体重塑软件工程工作流的实操蓝图》(32:33起):本集提及为一家提供类 Claude Code 体验的公司,本集工作流中的命令(如 slash roadmap)就是在其平台上定义和运行的
- 《最便宜的模型反而是最便宜的:Factory CTO 谈 AI 定价陷阱》(01:03起):本集称其为专门从事自主软件开发(autonomous software development)的公司,不补贴消费者、不追求 PLG,而是按项目和结果分配 token、追求最好产品体验的企业
- 《从技能到循环再到工厂:软件工厂实战路线图》(01:03起):本集把它说成一种工作方式:把几乎所有开发转移到循环的创建、维护和监控上,你的定制化「什么是正确」的定义就是新的软件工程,且工厂是连续体不是两个月的项目
- 《软件工厂:让智能体闭环造软件,而不只是写代码》(00:41起):本集说 factory(工厂.com)是长期构建软件工厂概念的公司,已为 EY、Adobe 等企业在生产环境中落地,产品包括 missions、自动模型路由、延迟上下文引擎、智能体就绪度检查等。
- 《软件工厂:从报错到上线,代码不再靠人手写》(00:13起):本集嘉宾 Davis 所在的公司,主张「软件工厂」:一套从输入信号到生产部署的智能体系统,不锁定单一模型、支持全托管到气隙隔离的部署,并评估企业的「智能体就绪度」。
① 提到它的金句
21 条
即使你没有很好地经营这艘船或工厂,我宁愿你选择了正确的产品、正确的战略,而不是你非凡的执行力,或者鼓舞人心或管理。
指向原始笔记的链接
Even if you don’t operate the ship or the factory that well, I’d rather that you picked the right product, the right strategy than your phenomenal execution, or inspiring people or managing.
—— Mark Pincus · [85:26]
「黑暗工厂」——灯都关着,事情就那么发生着——这就是软件开发的方向。
指向原始笔记的链接
And this idea of a dark factory where the lights are off and things are just happening, that is where software development is going.
—— Matan Grinberg · [47:20]
我上次看的时候,Dark Factory 代码库中只有大约 5% 曾经由人类查看过 PR 并批准它。
指向原始笔记的链接
Last time I looked, I think about only 5% of the Dark Factory code base had ever had a human look at the PR and approve it.
—— Rob Willoughby · [00:11]
我们想建世界上最好的钢铁厂,但它会通过小钢厂来实现,而不是通过大型整体钢铁厂。
指向原始笔记的链接
We’re trying to build the best steel factory in the world, but it will come through mini mills, not through large monolithic steel plants.
—— Neil Movva · [58:11]
而且实际上,这种特异性——能够精确调整你正在审查的内容——在你走向工厂的过程中变得越来越重要,因为说真的,工厂将要产出的量,你必须让人类退出代码审查的循环。
指向原始笔记的链接
And in fact, this specificity, you know, being able to tune exactly what you’re reviewing becomes increasingly important as you move towards factory because really the volume a factory is going to put out, you have to get humans out of the loop for code review.
—— Drew · [20:02]
而且我们认为工厂是你应该拥有的东西,对吧?比如,它是你对「什么是正确的」的定制化定义。它就是新的软件工程。
指向原始笔记的链接
Uh and we think a factory is something you should own, right? Like it is it is your custom definition of what correct is. It’s the new software engineering.
—— Guy Fajani · [47:15]
如果你在你的软件工厂里交付了坏代码,它会降低未来每一件经过那个工厂的工作的质量,因为模型会看到更多坏模式。
指向原始笔记的链接
if you ship bad code in your software factory, it degrades every future piece of work that goes through that factory because there’s more bad patterns for the model to see.
—— Dex Horthy · [38:30]
我们认为软件工厂的梦想是,它给我们每一位工程师一个属于他们自己的小型工程团队。
指向原始笔记的链接
We think that the dream of the software factory is that it gives each of our engineers a small engineering team for themselves.
—— Ryan Cooke · [02:50]
通过把其他源代码系统和项目跟踪系统中正在发生的活动以 webhook 的形式喂给它,我们开始达到那种自主性水平,我们的工厂在执行产品工程工作,而不仅仅是代码工作。
指向原始笔记的链接
By feeding our web hooks activities that are happening in other source code systems and project tracking systems, we’re starting to get to that level of autonomy where our factory is performing product engineering work, not just code work.
—— Ryan Cooke · [05:07]
软件工程这门学科将会变成某种更像工厂工程的东西。
指向原始笔记的链接
the discipline of software engineering is going to become something more like factory engineering.
—— Zach Lloyd · [01:36]
而且我预测,每家公司、每个开源项目,核心处都会有一个软件工厂,就像 CI/CD 变成「哦,你当然得有那个」一样。
指向原始笔记的链接
And I predict that every company, every open source project, will have at its core a software factory, kind of like the way that CICD became just like, oh, of course you have that.
—— Zach Lloyd · [08:43]
软件工厂不只是一个编码智能体,甚至不是一群编码智能体,哪怕上千个也不算——因为生成代码、写代码,相比其他所有环节,是容易的部分。
指向原始笔记的链接
Software Factory is not just coding agent, and it’s not even a swarm of coding agents, even thousands of agents, because generating code, writing code, that’s the easy part compared to all the others.
—— Tereza Tížková · [02:59]
我们相信,你应该真正从头开始重建你的组织,为成为软件工厂做好准备。
指向原始笔记的链接
We believe you should really rebuild your organization from ground up to be ready to become a software factory.
—— Tereza Tížková · [03:31]
如果你的代码库没准备好,没有结构化的代码库和所有重要的东西,那么转型成软件工厂反而可能让你变得更糟,让你的代码不断退化。
指向原始笔记的链接
If your code base is not ready, if you don’t have structured code base and all important things, then adopting or turning into a software factory can actually make you end up worse and make your code degrading.
—— Tereza Tížková · [17:34]
任何真正的生产系统恐怕都不应该是一个黑暗工厂,至少在目前这个阶段是如此
指向原始笔记的链接
any real production system should probably not be a dark factory, at least at this time
—— Liz Fong-Jones · [15:46]
全是炒作。每个人都想互相 impress,每个人都想宣称自己搞明白了 dark factory 那套东西。
指向原始笔记的链接
It’s all hype. It’s everyone wants to impress each other. Everyone wants to claim they’ve figured out the dark factory thing.
—— Dex Horthy · [18:57]
今天的 AI 工厂,其中一半是 GPU,但另一半是把这些 GPU 互连起来的技术。光学、光子学在这里有巨大的机会,我们必须抓住它。
指向原始笔记的链接
AI factory today, half of that is GPUs, but the other half is the technology to interconnect these GPUs. And there’s a huge opportunity for optics, for photonics there, and we have to tap into that.
—— Yannick · [30:37]
这就是工厂的核心思想:你团队里的每个人实际上都变成了内部工具构建者,然后你构建一个生产你产品的系统。
指向原始笔记的链接
That’s kind of the core idea of a factory, though, is everyone on your team effectively becomes internal tool builders, and then you’re building a system that produces your product.
—— Dru Knox · [02:48]
有了软件工厂,积压这个概念基本上就消失了。
指向原始笔记的链接
With a software factory, the idea of a backlog kind of goes away.
—— Dru Knox · [05:21]
所以我们认为工厂的每一个组件不可能都由单一公司做到业界最佳。
指向原始笔记的链接
So we don’t think every component of a factory is going to be best in class with a single company.
—— Dru Knox · [16:13]
用技术术语来说,你的软件工厂应该保守地把这种痛苦从 O(N) 降到 O(1)。
指向原始笔记的链接
In tech terms, your software factory should take this pain from O of N to O of 1 conservatively.
—— Davis Palmie · [11:37]
② 出现在这些集
6 集
- 《Factory CEO Matan:早两年等于错,退款、路由器与软件工厂》 — 作为被讨论公司
- 《Heitor:用智能体重塑软件工程工作流的实操蓝图》 — 作为被讨论公司(提及)
- 《最便宜的模型反而是最便宜的:Factory CTO 谈 AI 定价陷阱》 — 作为被讨论公司
- 《从技能到循环再到工厂:软件工厂实战路线图》 — 作为概念
- 《软件工厂:让智能体闭环造软件,而不只是写代码》 — 作为被讨论公司
- 《软件工厂:从报错到上线,代码不再靠人手写》 — 作为被讨论公司
③ 关联
点进去有真内容 —— 本页主要出口
智能体 · 开源模型 · token · 软件工厂 · harness · 技能 · Cognition · Anthropic · OpenAI · Matan Grinberg
