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20Product:在 Agent 世界中如何设计和构建产品|为什么 AI 会杀死许多 SaaS 产品|在拥有1亿开发者的 Agent 世界里,哪些产品会繁荣、哪些会消亡——与 Netlify 联合创始人兼 CEO Matt Biilmann 对谈

Harry StebbingsMatt Biilmann

播客
TL;DR
  • Matt Biilmann 对 Agent 经济的判断是扩张,而不是开发者消亡:Agent 工具可能催生下一个1亿软件开发者。 Squarespace 等工具降低了建站门槛,训练营则在 React 层新增了约1400万名开发者,却没有消灭更底层的开发者;Bolt、Lovable 和 Cursor 等工具也会增加一个新的职业层级。「仍然会有一套技能要求」,包括判断该做什么,以及如何把 Agent 的能力推到极限。

  • “Agent 体验”意味着重做产品,让 Agent 在人类用户完成传统设置之前就能把工作做完。 Netlify 的流程允许 Agent 创建并部署网站,无需注册即可返回可用 URL,之后再提供认领账户或绑定自定义域名的选项。但 Biilmann 强调,终点仍然是人类:「我不认为5年后,如果没有出色的 Agent 体验,谁还能拥有出色的开发者体验。」

  • 通用 SaaS 面临可信的5年期威胁,因为 AI 正在压低定制内部软件的成本,但主持人质疑替代的范围和速度。 在看到 Bolt 和 Lovable 的进展后,Biilmann 将原本10—15年的判断改为大约5年,预计预算可能从 SaaS 订阅转向内部工具团队或定制服务商。这个逻辑只能建立在零运维、无服务器和托管组件之上,否则维护成本「最终会吞噬一切」。

  • Salesforce 可能失去工作流的所有权,却仍能作为 Agent 构建应用底层的记录系统,保有极高价值的位置。 随着定制 UI 大量出现,持久价值可能集中在数据、权限、身份验证、规则和审计所在的层。Biilmann 称,被压缩成一个代码仓库是 Salesforce 的「最大威胁」,但也警告不要低估一个承载新工作流的基础层。

  • 聊天是入口,不是终点;AI 提高了差异化体验和品味的溢价,而不是把它们抹掉。 如果原型设计直接迁移到通过提示词生成的可运行软件中,Figma 当前的收入模式可能面临生死级威胁,但品牌仍然需要视觉叙事。当任何人都能复制今天的标准化店面,赢家必须打造能够「引导我,并把我带到某个地方」的体验——空白聊天框做不到这一点。

  • Biilmann 偏好开放的 Agent 生态,因为构建者可以替换、组合不同模型;主持人则认为 Google 和 Microsoft 拥有强大的封闭式优势。 训练成本下降、开放模型和 DeepSeek 削弱了少数垂直整合模型所有者的逻辑;与此同时,Google 的消费端入口、芯片和算力,以及 Microsoft 的企业安全能力仍然强大。Biilmann 承认围墙花园会继续存在,但认为它们当前的整合体验「更平庸,也更差」。

  • AI 支出应来自劳动力、开发、运营和维护预算,而不需要另开一个全新的钱包。 呼叫中心已经展示了这种转移:市场开始出现按解决量计费,而不是按席位计费;随着更多定制产品和互联网企业出现,Stripe 及其他零运维构件也可能受益。面对 Anthropic 600亿美元、OpenAI 3000亿美元和 Groq 500亿美元的估值,Biilmann 会买入 Anthropic、做空 Groq;如果只能选一只持有10年的公开市场股票,他选择 Microsoft。

摘要 · 为研究而整理的核心内容

1. Agent 体验先移除设置流程,再移除界面

  • Biilmann 从两种可能的未来出发:Agent 要么「逃脱」并把人类甩在身后,要么继续作为工具存在,只因为有人希望某件事被完成。他的 Agent 体验方法论假设后者成立,并追问:当用户不是通过产品的常规界面,而是通过 Agent 接触产品时,会发生什么?

  • Netlify 的具体重设计是,让代码生成 Agent 构建并部署一个数独应用,获得公开 URL,并展示结果,而用户无需先注册账户。用户随后才能认领网站、将其绑定到现有账户、长期保留,或添加自定义域名。

  • 对产品团队而言,战略指令是经验性的:找出用户实际会与产品一起使用哪些 Agent。对 Netlify 来说,一层包括 Cursor、Copilot 和 Windsurf,另一层包括 Bolt、Lovable、Create XYZ 和 Refine;其他行业会有不同的 Agent 入口。

  • 传统 UX 不会消失,因为人类仍然要判断整体结果。Biilmann 更尖锐的判断是:「5年后,如果没有出色的 Agent 体验,谁都不可能拥有出色的开发者体验」,即便交互流程和信息呈现方式会发生根本变化。

2. 定制软件重划自建与采购的边界

  • Biilmann 的 SaaS 论点建立在经济性变化之上:今天,雇开发者构建、部署并运营一款定制内部应用,通常不如购买通用产品划算。随着 Agent 开发压低这部分成本,针对企业具体问题提供解决方案,将适用于越来越多的工作流。

  • 通用 SaaS 固化了共享的最佳实践,但也迫使客户适应别人的产品。Biilmann 回忆,Netlify 曾反复调整流程,因为「这个工具似乎就是要我们按这种方式做事」;而更便宜的定制开发,正在逆转这种迁就。

  • 主持人反驳称,Klarna 用 AI 替代所有 SaaS 之类的说法并不可信,行动迟缓的大企业也不会很快重建数百套系统。Biilmann 表示,一年前他也接近这一看法,但 Bolt 和 Lovable 的进展将他的预期周期从10—15年缩短到了大约5年。

  • 采用应从 Retool 这类无代码产品所在的领域开始,随后扩散到内部工具团队和外部定制开发商。Biilmann 预计,部分预算会从 SaaS 订阅转移到这些团队,但并未断言所有标准化服务商都会消失。

3. 记录系统与零运维基础设施成为持久层

  • Salesforce 的风险在于沦为「某种记录系统」,而不再是工作流平台;但 Biilmann 对这是否最终构成坏事态度复杂。如果 Agent 构建的应用都依赖其数据、业务规则、身份验证、权限和审计能力,那么这个仓库本身仍然极具价值。

  • 用200个,甚至400个专业化应用替代200个 SaaS 工具,约束在于维护。代码 Agent 不能把「一大套 Kubernetes 集群」交给企业,然后说「祝你好运」;完全定制的运维栈会摧毁这套经济逻辑。

  • 可行的架构是组合由别人维护的「乐高」:零运维部署、无服务器 API、托管内容系统、Superbase 或 NeonDB 这样的托管数据库、云服务,以及 Salesforce 这样的记录系统。按 Biilmann 的估计,依赖 Agent 自行维护定制基础设施,仍属于15—20年后的时间范围。

4. AI 先让现有界面变得更便宜,再创造新界面

  • Figma 需要把视觉设计连接到原型和构建的完整链路,因为项目已经开始直接从提示词出发,而不是从模板、框架初始化或设计原型出发。只要品牌和视觉工艺仍然重要,团队就会继续在视觉与界面层工作;但如果视觉设计与可执行产出脱节,可能对 Figma 或其当前收入模式构成「相当生死攸关的威胁」。

  • 聊天之所以有用,和 Slack、Messenger、WhatsApp 有用的原因相同,但 Biilmann 拒绝把它视为「万能终点」。目前大多数 AI 构建器做出来的仍是过去10年里反复出现的网站、仪表盘和营销体验;它们降低了生产成本,却没有发现新的界面。

  • 下一片前沿空间在于利用确定性计算机做不到的东西:在交互体验中生成3D资产、声音、音乐和视觉内容。生成式 AI 消除了每次点击都必须产生可预测、预先定义结果的底层约束,但产品设计师几乎还没有探索由此打开的设计空间。

  • 主持人追问,电商为什么不能简单模拟走进商店、开口要一件商品。Biilmann 指出,高端品牌会在橱窗、环境和吸引顾客进店的人身上投入大量资金;线上品牌同样需要「引导我」,而不是摆出一个框说:「你自己想想要我做什么。」

5. 下一个1亿开发者仍然是一种职业

  • 主持人提到 Webflow 和 Squarespace「人人都能建站」的承诺,然后说自己的母亲仍然不会使用 Shopify、Webflow 或 Squarespace,但会用 Lovable。Biilmann 同意工具降低了门槛,却不接受从工具变容易推导出人人都能自助完成:餐馆老板可能仍然愿意付钱给专业人士,因为他们还有自己的生意要经营。

  • 他最有力的证据来自一名 Niantic UX 设计师:这名设计师通过提示词让 Bolt 构建出一个基于浏览器、由 AI 辅助的3D物体编辑器。结果「令人震撼」,但 Biilmann 怀疑自己或主持人的母亲都无法复现,因为这款工具仍然要求使用者具备积累出来的技能,包括判断该做什么,以及如何推动工具完成它。

  • 早期建站工具没有终结网页开发;它们让每一家街角小店都有网站,同时抬高了专业工作的标准。后来,训练营在 Ruby on Rails、Java 和 .NET 等层之上,创造了约1400万名 React 层开发者,而底层开发者的人数仍至少同样庞大。

  • Biilmann 预计,这种分层还会再次出现:也许会有1亿名新开发者主要通过 Agent 工作,其中一部分人会进一步深入技术栈。完全理解底层的开发者仍然不可或缺,而且可能会思考自己所构建产品的 Agent 体验;Agent 原生的专业人士则会学习「Agent 实际上应该构建什么」,以及如何最快抵达目标。

6. 开放 Agent 通过绕开封闭模型栈展开竞争

  • Biilmann 起初认为,大语言模型厂商可能会成为垂直锁定的平台,但更低的训练成本、开放模型和 DeepSeek 改变了产业结构。如今,Agent 构建者可以在表现最好的模型之间切换、组合模型,而不必接受某一家供应商的完整技术栈。

  • 主持人以 Google 的消费端分发、芯片、算力和 G Suite 入口,以及 Microsoft 的企业覆盖和不容忽视的安全优势,挑战了这一结论。Biilmann 承认,开放生态获胜并不意味着封闭花园消失,就像开放网络与封闭平台可以共存。

  • 但他目前观察到的信号仍偏向开放:Google 产品里到处都有 Genesis 按钮,但他从未使用;而 Chrome 扩展却能把带有历史记录和熟悉感的 ChatGPT 带进 Google Docs。当前,垂直整合的体验比这些套件之外构建的竞争性 Agent 体验「更平庸,也更差」。

  • 模型专业化已经开始。Biilmann 强调 Anthropic 的编程能力,因为代码可以让模型驱动其他计算机执行任务,从而放大自身影响力;最初为安全输出开发的机制,也有助于生成语法有效、可用于生产环境的结果。

7. 价值从劳动力与运营迁移到 Agent 和基础构件

  • Bolt、Lovable、Cursor 和 Windsurf 可以吸收过去用于支付开发者工时的资金,而 Netlify 等平台可以吸收维护、DevOps 和运营成本。经济前提不是每一层都获得一笔新增预算,而是客户把原本用于旧生产投入的支出重新配置后,能够构建更多东西。

  • 呼叫中心展示了最清晰的劳动力替代:企业愿意把人工工时转移给 LLM,主持人指出,商业模式正在从按席位收费转向按解决量收费。Biilmann 预计,部分劳动力会转向创建 Agent 工作流、应用和产品。

  • 主持人认为,随着新一代创业者开设商店并扩大「互联网 GDP」,Stripe 的价值可能大幅提升。Biilmann 表示认同,因为 Stripe 是一种抽象的零运维交易基础构件,Agent 可以把它组合进定制系统;它不同于一套现成的端到端电商商店。

  • 当被要求在 Anthropic 600亿美元、OpenAI 3000亿美元和 Groq 500亿美元之间配置资金时,Biilmann 买入 Anthropic,理由是其代码能力可以产出可用于生产环境的结果;他卖出 Groq。OpenAI 仍拥有消费者的条件反射,以及 ChatGPT 与「和 AI 对话」之间根深蒂固的关联。他持有10年的公开市场标的是 Microsoft,主要因为 Microsoft 应能从颠覆中受益,而且他认为 Satya 是这一领域最强的 CEO。

8. 创始人的事后判断给收尾的 AI 乐观情绪降温

  • Biilmann 认为 WordPress 已经错过创新周期,在这轮颠覆中所处位置不佳,预计它会越来越像传统软件。它可能因为社区的持续存在而逐渐僵化,也可能迎来某种 PE 退出,但他很难看到其重新获得风险投资级别的加速增长。

  • Netlify 最难完成融资的是种子轮:大约100场,或者说「100场之类的」与天使、个人投资者和基金的会面,最终以800万美元投后估值融得213.5万美元。公司上一轮融资发生在2021年底,当时估值达到20亿美元;Biilmann 认为那个市场「定价过高」,并不完全健康,但仍相信创始人应在条款有利时完成融资,为公司积累韧性。

  • 当被问及公开市场上的做空标的时,Biilmann 说自己不擅长押注下跌,但给出 ExxonMobil 作为可能选项,因为「如果它们跌下去,可能是一件好事」。

  • 他在 AI 时代最意外的行为,是最初对 LLM 立即夺取核武器、或在竞争中超越人类的安全恐慌。他看到这些系统距离独立行动能力仍然很远,因此认为过早实施严格监管并不合适;正如主持人打趣的那样:「它连一条 Twitter 动态都写不好。」

  • 针对 Agent 会消灭网站和应用的预测,Biilmann 认为,人类仍然需要共享的、可以通过链接访问的体验,让「我看到的和你看到的一样」。他希望最终出现的是开放工具:让一个插画师就能制作由 AI 生成的 TikTok 科幻史诗,让一个设计师就能构建3D编辑器,并让创作者拥有自己创造的东西。

Matt Biilmann

I think we'll see the next 100 million software developers emerge around tools that are agentic, but I still think it will be a profession to use those tools to do stuff, to build stuff for other people. If I look at Google's products, I now have all these genesis buttons all over, and I never use them. They just haven't managed to productize it in a way that feels super compelling.

Harry Stebbings

Matt, I'm really excited for this. I really like your writing, and I've loved your writing for a while.

Matt Biilmann

Thanks.

Harry Stebbings

Thank you so much for joining me.

Matt Biilmann

Thanks. It's great being here.

Harry Stebbings

I would love to start with this: how does building for agents, not humans, change the way that we build?

1. Agent Experience Starts With Humans

Matt Biilmann

The first thing I would say is that when I think about building for agents, I still start by thinking about building for humans. In essence, you could say that there are 2 versions of that 10-year future. There's one where the agents just escape, where they're off doing their own things and we are sort of left behind. I hope that's not what happens.

But there's another one where agents are tools that all of us use to do stuff with, where agents are fundamentally always doing something because some human is trying to accomplish something through an agent. Now we are in the very early days of building a discipline around agent experience and really starting to think about, when a user tries to get an agent to do something through your product, what happens?

Harry Stebbings

Can I be direct?

Matt Biilmann

Yeah.

Harry Stebbings

I don't understand. How does building for agents change the way that we build?

Matt Biilmann

Let me give you some examples of stuff we've done that's been successful with agents. One thing that we built specifically to improve our agent experience was an API flow that would allow an agent to create a site and deploy a site without any user signing up for Netlify first, and then hand over that site to a user later with a claim flow.

Simply from the realization that when we have a normal developer, the first creation of the site will always be triggered by that developer doing something with Netlify. They'll pick a template and start, link to a new GitHub repository, or deploy from their command line. But once you have a code-gen agent, they might just ask that agent, “Build me a web app with a Sudoku game, whatever, and now share it with people on a URL.”

So we gave those agents the ability to just deploy to Netlify, with no sign-up from the user, show the user the URL, and say, “Here's what is built for you.” Later, the user can go claim it and say, “Okay, I actually want a Netlify account,” or, “I have a Netlify account. I'll want this to stick around. I'll put a custom domain on it,” and so on.

We've seen a lot of companies now start adopting similar flows in the authentication space, the database space, and so on, to make their tools available to agents without an explicit user sign-up and setup step first, delaying that step until afterward. That's one very specific example, but one that's been really impactful.

Harry Stebbings

Does designing for agents in this way reduce the importance of UX, design, and taste when building?

Matt Biilmann

I don't actually think so. In the end, we're designing for humans. I just don't think anyone can have a great developer experience 5 years from now if they don't have a great agent experience.

That also means that a lot of the traditional UX disciplines and understanding not just the UI design, but the UX design—the holistic experience of a user trying to do something with your product—are still really important. Obviously, a lot of the details are going to change. A lot of things we do today are going to require very different interaction flows and very different ways of displaying that UI to people.

Harry Stebbings

If I'm a founder today—

Matt Biilmann

Yeah.

Harry Stebbings

—how do I tell my product team where they should focus, what they should build, and what they should do? If I'm setting strategy for them, what the fuck do I tell them, Matt?

Matt Biilmann

You embrace agent experience as a discipline in the same way that you would do it for developer experience or user experience. I think we'll see that being the approach.

Rather than starting with some theory of, “We need this spec now,” start by understanding, in your space, what the agents are that humans are actually going to be using with your product. In our space, it's on the one hand tools like Cursor, Copilot, and Windsurf. On the other hand, tools like Bold, Lovable, Create XYZ, Refine. But in other spaces, that might be a different set of agents.

Harry Stebbings

When I interview people today, Matt, the common public company short is Salesforce—

Matt Biilmann

Hmm.

Harry Stebbings

—for a number of different reasons.

Matt Biilmann

Yeah.

Harry Stebbings

But do agents merely turn Salesforce into a data repository?

2. Custom Apps Challenge Generic SaaS

Matt Biilmann

That's definitely the big threat to Salesforce: to just be reduced to some kind of system of record. I'm mixed on whether, long-term, that's a really, really bad thing for Salesforce, or if it could also be a good thing for them.

If you really start becoming the main system of record that all of these tools rely on, I don't think you should underestimate just how valuable a position that is, because all those flows and apps and everything will run on top of it. Sure, it might change a lot of what Salesforce looks like today into what it looks like in the future, but they definitely feel it very strongly as the biggest threat to them: to be reduced to that system of record and not the actual workflow platform.

I think that's pretty likely what would happen. What we're seeing now is definitely that the cost of building custom workflows, custom UIs, and custom applications is going to dive down dramatically. Typically, that will mean that demand for doing that will go up radically, and people will start building much more custom applications for everything.

Then the question is, where does all that data live that those applications need to interact with, and where do the rules that govern that data live to make sure that it's also safe for these agents to do stuff to it? Where does the authentication, permission, and auditing layer live, and so on?

Harry Stebbings

I don't think it's as binary as that.

I think you can retain Salesforce as your system of record—

Matt Biilmann

Yeah.

Harry Stebbings

—but then also build applications around it and use other SaaS providers around it. You said before, “Generic SaaS tools will increasingly be replaced by custom-developed internal apps.” I’d love to debate this one with you because if so, I’m going to be out of a job. Why do you think that?

Matt Biilmann

I think it’s a balance that will really start tipping, right? Today, if you’re a company and you have a specific business need, hiring a development team to build, deploy, and operate an internal application just for you to solve that business need, the math of that very rarely makes sense. In the build-versus-buy equation, the buy equation almost always makes sense.

That balance is going to start really shifting toward building being much more of a viable option. And that obviously—

Harry Stebbings

But that’s not a generic SaaS tool. That’s a specific tool that a specific company needs for a specific workflow that they have. I agree with you that dev shops that build specialized custom solutions will be replaced by your Bolts and Lovables of the world, but you said generic SaaS tools, and we have companies like Klarna saying, “Oh, we’re replacing all of our SaaS with AI.” They’re not. They’re absolutely not.

Matt Biilmann

No.

Harry Stebbings

And they won’t. Why do you think they will?

Matt Biilmann

Again, I think it will be more and more common to start doing that. If you think of generic SaaS tools, they are also solutions to a specific business problem that businesses have. They’ll just say, “Okay, this problem looks very similar across tens of thousands of businesses, so we’ll build the generic version that works across all of those businesses.”

They don’t each have to build their own, and that comes with a set of trade-offs. You get some benefits from getting a generic tool that encodes some best practices and so on, but you typically also have to adapt how you work as a business to the tool you just bought.

With a lot of the SaaS tools that I’ve bought over time while building up Netlify, it’s been, “Oh, we’re kind of doing things this way now, but this tool says we should do things this way, so we’re going to start adapting to the tool because we can’t afford to just build our own stuff.”

That’s where I mean that more and more things that are right now in the balance, where you would buy a generic tool that works for lots of companies, will become viable solutions to say, “Let’s just build our own. Let’s just solve our specific problem instead of leaning into a generic solution for tens of thousands of companies.”

Harry Stebbings

You’ve sold to large enterprises before.

Matt Biilmann

Yeah.

Harry Stebbings

They move slowly.

Matt Biilmann

Yeah, yeah.

Harry Stebbings

They’re not always hugely educated. Respectfully, I think it is a very small customer segment that will be doing that in the next 15 years.

Matt Biilmann

No, honestly, I probably agreed with that a year ago. Then I started seeing just how fast tools like Bolt and Lovable and so on are starting to change things at the other end of indie startups, everything like that. Now my timeline is more like 5 years than 15 years before it’s going to be really relevant.

It’ll start by tapping into areas like everywhere where you have no-code tools right now, like Retool and stuff like that. Starting to have agents that use code together with people to build there will start giving much more flexibility. You’ll be able to build much more.

As that evolves, we’ll start seeing that spread into more and more areas. I think internal tooling teams will start solving some of these problems, with some budget gradually shifting from the SaaS spend budget into either an internal tooling team budget or an external providers’ custom-built-for-you budget.

Harry Stebbings

How do you think about maintenance? The joys of having independent providers is that they’re maintained and updated—

Matt Biilmann

Yeah.

Harry Stebbings

—continuously—

Matt Biilmann

Yeah.

Harry Stebbings

—by great teams. When you have 200 tools across a large organization, you’re not going to do maintenance and security updates on all of them. How do you think about that?

3. Zero Operations Become Essential

Matt Biilmann

That’s something I think a lot about because this whole Jamstack architecture that I proposed back in the beginning of Netlify’s journey starts becoming really important for this as well.

If you start going from buying 200 SaaS tools to running 200 internal specialized applications—or maybe 400 internal specialized applications—you have to do that on a platform that is zero-operations, first of all. That means you start having this new stack where people like you can make a lot of money by investing in the right places. It’s all of the components that go into that kind of zero-operations and serverless stack of building blocks.

You definitely don’t want a code-generation agent that you’re using to solve one of these problems to give you a massive Kubernetes cluster and be like, “Good luck.” You’ll want it to deploy to platforms that are zero-operations and serverless, with security built in and so on.

You’ll want it to use serverless API services and databases that are all managed with their own security teams and operations teams as the Legos it builds on top of and composes together. Because otherwise, you’re right: if it’s just fully custom-built Kubernetes cluster stuff, all of it, the viability of that whole approach goes away. The maintenance cost just overtakes everything.

Then you could speculate: can the agents maintain it? But I think we’re definitely in a 15- to 20-year horizon before they could be relied on for anything like that.

If the agents build on top of a stack where your deployment layer is fully zero-operations, serverless, and so on, where you’re using systems for hit list content or using Salesforce as your system of record for a bunch of stuff, you’re using managed databases, whether it becomes Superbase or a NeonDB or some of the big cloud providers that win out in that layer, the agent uses these building blocks that are, in themselves, maintained by someone.

Then you start being able to take on that level of building without exploding in terms of maintenance costs.

Harry Stebbings

When you look at the different stages, we mentioned Lovable and being able to create very easily. Prototyping is now step 1: have an idea?

Matt Biilmann

Yeah.

Harry Stebbings

Do design tools like Figma die in the next wave of building?

4. Prototyping Moves Into Building

Matt Biilmann

They’re definitely going to have to think a lot about this full stream of how prototyping is often going to shift from the design tool into building something. I still think that, for a certain level, as we talked about earlier, as long as brand matters and things like that still matter, it will also matter to have teams that work with tooling operating at the visual level and the interface-design level.

But if Figma doesn’t manage to connect that to the full end-to-end chain of prototyping and building and so on, then this could be a pretty existential threat to companies like that over time, or at least a threat to their current revenue model.

There’s no doubt that the way people start projects in general is already starting to shift a lot, both from traditional templates, bootstraps, and front-end frameworks on the one end, and from design prototypes and visual design on the other end, toward prompting as one of the key ways to start a new project.

Harry Stebbings

You mentioned prompting. Do you think chat is the right interface for this next wave of AI? I’ve had many guests on the show before say the worst thing with ChatGPT is that it made chat and prompting the default interface. Do you agree?

Matt Biilmann

Yes. I don’t think chat is the be-all and end-all of interfaces. It’s a very simple transactional flow that’s easy to work with, and I think chat or conversational interfaces will be a thing. It’s also a thing between humans: we all use Slack, Messenger, WhatsApp, and all of these chat tools for good reasons. It’s not like that will go away.

But I think there’s a whole other set of user experiences and user interactions that we have in the non-AI-powered world that we haven’t really figured out how to do in the AI-powered world.

One of the things I’ve been talking a lot about is this path where, right now, when we look at all this custom development and all of these apps like Bold and Lovable, they’re generally making it a lot faster to build exactly the same things on the web that we built over the last 10 years: the same kind of applications, the same kind of marketing sites, and the same kind of user experiences that we built over the last 10 years. We’re just driving down the price of building that.

But the next frontier for me is figuring out what we can build in terms of actual user experiences when we have LLMs and AI available that we couldn’t build 2–3 years ago. I think there are a lot of interactive user experiences that we can now build that are definitely not just a chat prompt saying, “Type what you want to see or do,” or, “Talk to me.” That couldn’t be done if we didn’t have the ability to create all kinds of assets automatically, from 3D modeling to sound, music, visuals, and so on.

That couldn’t be done at a time when the core constraint of all user interfaces was that computers are transactional, deterministic machines. You click a button, and the UI does something that you know that button will do every time. You type a command, and the computer does something predictable. Generative AI kind of removed that underlying constraint, and we haven’t really started building new kinds of UIs that take advantage of that.

I really agree that chat is not it. Chat is part of it, but if I follow a link and land on an e-commerce site from a large brand that’s trying to really differentiate itself and be something different, I definitely wouldn’t want just some box saying, “You come up with what you want me to do.” I want those online experiences to guide me, to create an experience for me, and to take me somewhere. That’s never going to happen through chat-style prompting.

Harry Stebbings

Why? Do you not go into a shop and ask for what you want?

Matt Biilmann

Yeah, but think about how much a fancy brand spends on that shop, on the display windows, and on people who don’t ask first—on everything that’s supposed to draw you in to the point where you’re ready to ask, “Can I have a look at this thing?” That’s a very expensive industry, to make all of that happen.

I think the more the world goes digital, if you want to build any kind of brand affinity and storytelling, you also have to find ways to do that. Today, honestly, most e-commerce sites have been stagnating in terms of development in that field for the last 3 years, and everything looks pretty similar, with some changes.

But I think when the cost of building an e-commerce site that looks like any of the current brands today goes down to just asking Bold to do it for you or asking Lovable to do it for you, those brands are going to have to come up with something much more engaging if they want to keep standing out and keep building relationships with people as more than just a one-click shopping experience among any other.

Harry Stebbings

You’ve mentioned Bold and Lovable. When we think about these generative AI services that are scaling revenues like we’ve never seen before, I don’t think—

Matt Biilmann

It’s wild.

Harry Stebbings

Wild. Everyone says these generative AI tools are sugar-high revenues. You can’t rely on them. How do you distinguish between sugar-high revenues that lack sustainability and meaningful, durable revenues that can be relied upon?

5. Agent Tools Create New Developers

Matt Biilmann

When I look at tools like Bold and Lovable, the category itself has something where it seems obvious that there will be a lot of money spent there. When you see some of the examples of what people can do with those tools that they just couldn’t do before, it seems obvious that it’s worth something. You see how fast someone can build a typical website, app, or dashboard.

Harry Stebbings

It’s so funny. This is the promise of Webflow and Squarespace for years: anyone can build it. The truth is, Shopify, Webflow, and Squarespace—you and I both know—my mother—

Matt Biilmann

Yeah.

Harry Stebbings

—can’t build on them.

Matt Biilmann

Yeah.

Harry Stebbings

It’s still too tough.

Matt Biilmann

No.

Harry Stebbings

She can use Lovable.

Matt Biilmann

Yeah. But even then, I don’t know. I’ve liked this example of a UX designer from Niantic who is building these things on Bold that just seems mind-blowing. He built this whole 3D object editor, an actual tool where you can build 3D objects in the browser with AI-based prompting and everything running in the browser. He built that entirely with Bold just by prompting, and that’s so mind-blowing.

But it’s also an example where I’m sure your mom probably couldn’t do that with Bolt, because I don’t think I could do that. I’m pretty sure I couldn’t do that with Bolt. That takes real skill, having built the skill set to work with these tools.

I’m sure we’ll see the same thing: not everybody is going to use these tools to make stuff themselves in the end. Even if you can potentially, as a small restaurant owner or whatever, go to Squarespace today and build the website for your restaurant, you’re probably busy enough that what Squarespace will do for you is make sure that the cost of getting a freelancer to build you a website is much lower than it would be if you had to get that freelancer to program the whole site from scratch.

I think we’ll see the same with tools like Bold and Lovable. I think we’ll see the next 100 million software developers emerge around tools that are agentic, but I still think it will be a profession to use those tools to build things for other people. There will still be a skill set involved in knowing what the agent should actually build for someone, what works, how to get there fastest, and how to push the limits of these tools.

But it will lower the cost of each project built with those tools dramatically from what it would cost today.

Harry Stebbings

So there are developers using Cursor, there are developers using Lovable and Bolt, and then there are non-developers using your Lovables and your Bolts. When you look across that stack, how many do you think remain among the developers using Cursor and your alternatives?

Matt Biilmann

Because I’ve been in this space of building tools for web developers for way too long, I’ve seen the same discussion forever. Early on, when I was CTO of a company in Spain, we were mass-producing websites for small to medium-sized businesses in Europe. I was a CTO building the whole platform that our freelance designers would use to do that work.

Tools like Squarespace, Weebly, and so on started coming on the scene, and everybody was saying, “That’s going to be the end of all web development. People are just going to use those tools.” That didn’t happen. It just lowered the barrier to entry. It meant that every little corner store could have a website, but it also pushed up what you needed to show up with if you were somewhat more professional.

Then I started this whole Jamstack movement around decoupling the actual web front end from the back end and starting to build at that level. In the years since—probably 2016, 2017, and 2018—we started seeing all these boot camps spitting out React developers. There was this sentiment that they weren’t real developers and didn’t know the whole stack, but it turned out that they were really valuable and that working at that layer of the stack was important.

Now we might have an additional 14 million developers in the world from that layer. But the interesting thing is that the layer below, made up of Ruby on Rails, Java, and .NET developers, is probably still at least as large as it was before that. The new layer just got added on top.

My prediction is that something pretty similar will happen. We’ll probably add a new— in this case, I think more like 100 million—software developers who mainly operate at this very agentic stack. Some of them will go a couple of layers deeper, just like now. You’ll have some who are more full-stack than others and who go a few layers below that level of the stack.

We’ll have that happen, and then you’ll probably have more or less the same number of developers who fully understand the layers below and are working on them. Those are probably the ones who are going to be thinking a lot about the agent experience of what they’re building, but they’re still going to be really necessary.

Harry Stebbings

I totally get you. When you look forward to that future, open versus closed is a very big question. How do you think about which approach dominates in an agent-first world, and why?

6. Open Platforms Shape The Agent Economy

Matt Biilmann

I think every time there is a platform change, we see this battle between open and closed. This is another kind of platform change. I think open will win again, in part because the ones that were best positioned initially to become fully vertically locked-down platforms were really the large language model makers.

There was a moment when it really looked like we would just have a very small number of those that would be incredibly important and would be able to build a whole stack around them, and that would be it.

And then suddenly, model training costs went down, open models came around, and DeepSeek came around and so on. Now it seems a bit the opposite: there will be a lot more to do to build agents that can swap out whatever model is best, combine models together, and so on. It will actually be an advantage for agent builders not to be tied to a specific model and to be able to jump around between whichever model is best. I think once that starts happening, we're going to have a much broader, competing ecosystem of agents. That's going to mean the benefits of an open model, where people can bring their own agent, will win out over a closed model, where everything is fully verticalized.

Harry Stebbings

I'm not sure. I think Google is the most underestimated because the endpoints they have with consumers are so broad, and they have so many consumer touch points. And then they also—

Matt Biilmann

Yeah.

Harry Stebbings

—own the chip layer and their own compute, and it's a very strong walled garden if they keep it within all of their G Suite products.

Matt Biilmann

Yeah.

Harry Stebbings

And so I'm not sure. Then you look at Microsoft, its suite, and Copilot—

Matt Biilmann

Yeah.

Harry Stebbings

—and everything that they can build within enterprises, and the security provisions within enterprises being nontrivial, to say the least. I'm not so sure. I think closed has so much value. Again, am I wrong?

Matt Biilmann

I don't think you're wrong in the sense that, as I said, the web really managed to fight back, and it's fully relevant today. There are still a lot of closed, walled-off gardens, right? I think we'll see the same.

But when I look at where we are right now, if I look at Google's products, I now have all these Genesis buttons all over, and I never use them. They just haven't managed to productize it in a way that feels super compelling compared to just going—

Harry Stebbings

That's really interesting. Is that not just a Google product strategy? I would say that Facebook is the same. Llama and the productization around Llama—

Matt Biilmann

Yeah, yeah.

Harry Stebbings

—has been, bluntly, very, very poor. At the moment—

Matt Biilmann

Totally, totally.

Harry Stebbings

—it's just an integration into WhatsApp.

Matt Biilmann

And that's what I mean. Most of the tools I use that are agentic sit outside any of those walled gardens. We're starting to see things like, for example, a Chrome extension to use ChatGPT within Google Docs instead of Gemini, just because people want it. They say, "Hey, I use ChatGPT all the time. It has my history. It knows me now, and so on. I want to bring it there."

You start seeing those things emerge as pressures to do stuff with these products, with other agents, because the vertical strategy, at least right now, is producing more bland and worse results than the myriad of companies building agentic experiences. So right now, my signal is that the open world will probably create more compelling innovation that people will want to bring into the product they otherwise use. If they really can't, they might start using other products.

Harry Stebbings

Do you think we'll see a specialization of LLMs? You see Anthropic really excel in developer tooling in particular and code, but honestly, OpenAI has just wiped the floor with them on consumer touch points and consumer brand.

Matt Biilmann

Yeah.

Harry Stebbings

I think you just answered it in a way. We're already starting to see models get a brand for being good at different things. When you start building an affinity for a particular task, you think, "Okay, if I'm doing this thing, I'm probably going to go to this type of model, and this company seems to really serve me there."

Again, it's so early that who knows? But the sign right now is that we will start seeing large language models have different strengths and weaknesses, and you will go to some of them for specific use cases. Anthropic has definitely stood out in its ability to solve programming and coding-style tasks in a way that I think is very bullish for Anthropic, because that's such a groundbreaking part of what makes LLMs multiply what they can do by a lot. The better they are at programming other computers to do stuff, the further the reach of what they can actually do.

You can invest in Anthropic at $60 billion, OpenAI at $300 billion, or Groq at $50 billion. Which would you buy and which would you sell, and why?

Matt Biilmann

I'd probably go for Anthropic. It's a really interesting thing from the outside: a lot of their motivation started around safety concerns and how to make sure the models don't take over the world. After an initial panic, it now seems pretty clear that LLMs are probably not going to escape and take over the world.

I think it turned out that a lot of the mechanisms you needed to build to make sure the model's output was safe also apply to making sure that the model's output is usable for a practical purpose. That's where Anthropic has really built strength: in actually being able to guide its models to do things that work in production, write the right code, not break the syntax, and so on. If they can keep doing that, it makes their models really applicable in the real world.

Harry Stebbings

So would you sell OpenAI or Grok, then?

Matt Biilmann

I'd probably sell Groq. I still think it sits a little more in a middle space where, as you said, OpenAI, on the other hand, has really captured the market. When you think about going and asking an AI for something as a consumer, it is still the brand you go to. It's the first one you think of, and I think that carries very real value.

It's very hard to build that with the scale of users they have and with the ingrainedness of ChatGPT in the language as what a normal person would talk about if they talked about going to talk to an AI.

Harry Stebbings

Speaking of carrying value and going full circle, we spoke a lot about the agent experience. How does value accrue in an agent economy? If an agent builder has to pay you, Bolt or Lovable, and OpenAI, how much margin is left?

Matt Biilmann

Every layer will shift spend from somewhere else. That whole layer of Bolt and Lovable, as well as Cursor, Windsurf, and all of these tools, will shift budget that would normally go into more hours of developer time to build something. There's a lot of that budget that can shift into building more things instead.

Tools like ours will shift budget from maintenance, operations, DevOps, and the actual cost of running a thing after you build it. There's a lot of budget there to shift into paying for a platform that works. If that's true, you'll still have roughly the same amount of budget available for anyone buying your thing or getting value out of it. The pieces of budget that will move are the hours you would previously have had to pay developers to build something.

Harry Stebbings

Do you think we'll see companies be willing to shift labor spend to agent spend? What I mean by that is, you're seeing like, uh, trucker calling, you know, calling up brokers for truckers, Happy Trucker or whatever it's called, the Andreessen one. Are we willing to move labor costs to agent spend costs?

Matt Biilmann

I think so. Companies will be willing to do that, and it will be disruptive in some areas. The first area we've started to see it in is probably something like call center workers, where obviously you don't see companies saying, "We have to keep our call centers as staffed as they are today." They do say, "If we can shift call center hours onto just LLMs, that's going to be more predictable and more—"

Harry Stebbings

And we don't see per-seat pricing in those use cases. We see resolution pricing—

Matt Biilmann

Yeah.

Harry Stebbings

—which I think is probably much more reasonable.

Matt Biilmann

Precisely. We're starting to see real changes in those kinds of pricing models. That's a very concrete example of a willingness to shift around labor. Part of my theory is that a lot of the labor will again shift into building agentic digital workflows, products, applications, and so on. That brings me back to my thesis of at least another 100 million new developers.

Harry Stebbings

I think Stripe will be massively more valuable—

Matt Biilmann

Yeah.

Harry Stebbings

—in a world that we now enter—

Matt Biilmann

Yeah.

Harry Stebbings

—because I think there will be so many people who are enabled to create stores and entrepreneurial endeavors, and who will inevitably use Stripe as their default payments mechanism—

Matt Biilmann

Totally.

Harry Stebbings

—that would never have been entrepreneurs making money on the internet. The GDP of the internet will increase seismically as a result of that.

Matt Biilmann

I think there's a ton of opportunity in that space. Stripe, as you mentioned, is one of these—

It has all of those characteristics I mentioned. It’s zero operations, and it can be a building block in any custom-built system. It’s a little more abstract than any of the end-to-end e-commerce shops that you buy ready out of the box. It’s just a building block for all the underlying transactions, and it’s zero operations. You really don’t have to operate it or secure it if an agent builds some of it.

All of those sets of tools have huge potential to be really valuable as we start custom-building more and more solutions. Anything that sits in the space where you have predictable business processes that are still pretty manual is just an area where we’ll accelerate how much of those can be programmed away.

Harry Stebbings

Final one, and then we’ll do a quick fire. What behavior or action in the wave of AI that we’ve seen has been most surprising to you?

Matt Biilmann

I think it was probably the panic over AI safety when ChatGPT came around. It was like, “Oh, they’re immediately going to kill us all, take control of nuclear missiles, out-compete humans, and so on.” When you actually go and look at these LLMs, they’re very, very far from any kind of internal agency outside of, “Give me a text that says this, and I’ll try to predict it.”

That was probably the most surprising to me: the extreme panic around that for a moment, with all kinds of attempts at really strict regulation way too early.

Harry Stebbings

It doesn’t even do a Twitter thread. It’s not exactly going to do a global invasion.

Matt Biilmann

No, exactly. Exactly.

Harry Stebbings

I feel safe for the time being. Listen, Matt, I want to do a quick-fire round. I say a short statement, and you give me your immediate thoughts.

Matt Biilmann

Yeah.

Harry Stebbings

What do you believe that most people around you disbelieve?

Matt Biilmann

One thing is probably the sense that we’ll still actually be building UIs, applications, websites, and so on. There are a lot of people who think that once we have agents, everything will be disintermediated, and the agents will just do stuff with each other. But I believe that as humans, as long as those agents are actually doing things because humans are trying to do things, we need these shared experiences that we can pass around, link to, and understand.

We need to be able to say, “Hey, I’m seeing the same as you’re seeing,” and so on. That’s probably one thing where I sometimes see a lot of people thinking that all of that is going to go completely away, and I don’t think so at all.

Harry Stebbings

You can buy and hold one public stock for the next 10 years. Which do you buy and hold?

Matt Biilmann

It’s a hard one, but I would probably say Microsoft. If you can only buy one, you probably want it to be a pretty safe one. You want it to be one that benefits from all of the disruption AI is going to bring to the field rather than falling because of it.

Of all of those, I think Satya is the strongest CEO in that space, and I think he’ll make great decisions.

Harry Stebbings

What happens to WordPress?

Matt Biilmann

I think WordPress is in a challenging position where it’s kind of at the end of its innovation cycle, and I don’t think it’s in a great position to respond to all of this disruption. It’ll be seen more and more as a bit of legacy software.

Harry Stebbings

What happens in that situation? Might private equity buy it and eke it out for cash?

Matt Biilmann

Potentially, yeah. It depends. Maybe there’s enough community and pressure that it just keeps sticking around for a long time. But I have a hard time seeing the venture-scale acceleration of it ever happening. So either it kind of ossifies, or it’s got to have some kind of PE exit.

Harry Stebbings

What have you changed your mind on over the last 12 months?

Matt Biilmann

One big piece has just been the timeline for when companies would start writing real software entirely through agents. For me, the combo of Bold and Lovable coming out was really significant. I thought it was going to be 10 or 15 years, and now it’s more like the next 5 years are going to be really interesting because they pushed the frontier so fast.

Harry Stebbings

What was the hardest fundraise for Netlify? Why that one?

Matt Biilmann

It was the first one. Our seed round was lots of rejections.

Harry Stebbings

How many meetings did you have?

Matt Biilmann

I don’t know, 100 or something.

Harry Stebbings

100.

Matt Biilmann

I don’t really know, because it was all the angels and individuals that then led to funds and so on. Then there were all the funds, with different meetings and several meetings with each fund. It was a long process.

Harry Stebbings

How much was your first fundraise, and what was the price?

Matt Biilmann

It was just over $2 million—$2.135 million at an $8 million post-money valuation.

Harry Stebbings

What’s the latest price for Netlify?

Matt Biilmann

The last round was a $2 billion valuation, so we’ve come a long way. Back then, one of the key questions was actually, “Why the web?” Why were we building this whole thing for the web when everything was obviously mobile and social media?

Harry Stebbings

When did you raise it at $2 billion?

Matt Biilmann

The end of 2021.

Harry Stebbings

Was that a really toppy round?

Matt Biilmann

At that time, the climate was also very different than it is both now and in 2016.

Harry Stebbings

Do you regret raising at such a high price, or was it actually a joy because you’ve got a lot on the balance sheet and you’re in a really comfortable position?

Matt Biilmann

I would say a mixture of the two. I think everything was priced too high there, and it probably wasn’t entirely healthy. On the other hand, as a founder, it’s pretty good to take advantage of that and get cash into the business before hard times came.

As a founder, you should always raise at the best price you can and capitalize the company as much as you can because you want to be able to weather harder periods.

Harry Stebbings

What’s your biggest short in the public markets? We mentioned Salesforce earlier, which is a common one with a lot of people. If you were taking them aside, who would be yours?

Matt Biilmann

I’m so bad at thinking in that sense—betting against things rather than betting on what’s going to be really big. If I had to pick one, maybe I would just pick something like ExxonMobil, because if they go down, it’s probably a good thing.

Harry Stebbings

Final one for you. When you look forward 10 years at the most exciting things that happen, what excites you most in the next 10 years of AI?

Matt Biilmann

The capabilities it can give humans for creativity and for building amazing shared experiences. What it can do for builders seems really amazing. I’ve always collected examples of people who are starting to build things as one person or something like that, and it’s just like, wow.

There’s this illustrator who’s making these TikTok sci-fi epics with AI-generated video. It’s just like, wow, one person can sit and come up with something like that. Or, as I mentioned, this UX designer from Niantic who can build a full 3D editor in the browser just by prompting.

I keep thinking that if we do things right, make sure that open platforms remain really accessible and readily available, and invest in tooling for people to build stuff, own it themselves, and be creative, AI has so many exciting abilities to let humans be more creative and do more interesting things. That’s what excites me the most. That’s why I built tools for builders in the first place.

Harry Stebbings

Matt, listen, I so appreciate you joining me today. I so appreciate the directness. I apologize for my debating at times. I hope SaaS continues in a meaningful way, but I so appreciate your time today, and thank you for joining me.

Matt Biilmann

Thank you so much. This was a lot of fun.