The founder's playbook: Building an AI-native startup

It's a slide deck telling people what a product can do (that's a normal thing to release for a company), but the thing it tries to sell you on is building your own business based on their tool.

Which makes no sense the way they sell it, because "founding a business" is no standard process that could be formalized in a way like that, nor does it make sense for society to have people founding businesses at a scale comparable with mowing your lawn or doing your taxes.

All of this feels just unreal because it is unreal. Founding cannot be a commodity. If it is, you have no moat or point, meaning you instantly collapse again, because you are an interchangeable commodity.

There is something that will never change for being a founder, you need to sell, and for that you need network and credibility. It was never about the building, its all about the selling. AI has not changed that.

(Technically that also applies to MS Teams, Google and so on and not just AI)

This is fairly funny coming from the company whose employees report merging in hundreds of PRs per engineer per day, and accidentally leaked their own source code through a security misconfiguration in a package manager they own.

"<filename>-05062026_v3 (1).pdf"

So there were 4 iterations on 5th of June alone for this document

Even if you believe AI-native startup is the future (the comments are divided), you would at least want to hear from an impartial source.

This is just marketing material.

Loss of objectivity

The challenge: Ask an AI tool for evidence supporting what you already believe, and it will find it. Confirmation bias now comes with a research engine.

There’s just too much invested, in terms of beliefs and money into the idea that founders are special and therefore deserve seven-eight figures off of the capital pumped into their unprofitable products.

You’ll see it here in comments. People will defend A”I” applied to software engineering wherever (not) possible, but building companies? Now listen buddy there’s an irreplaceable human genius at work.

Who knows, maybe an AI ideated and AI created product will be the best app of 2026.

I've noticed that seemingly every single tech company has re-branded themselves as "AI" company. Add a RAG system and you're now AI. Add a AI-chatbot, and you're now AI.

Detail-oriented work with lots of output that can cover up the noisy bits of thoughtless garbage? Sure, great.

Analysis-oriented work where decisions have consequences over large amounts of resources? Only an idiot would use these tools for that.

Maybe as a conversational note-taker, but anything more and you don't know what you're doing.

Right now, people with ideas prompt their LLM by saying "I know how to make x, how do I turn that into a business?" Anthropic knows that, and releasing a playbook like this is a way to make people who haven't asked that question think to ask it.

For a non-technical person with a small business they don't know how to operationalize, an agentic workflow is a game changer. You might go from only getting 30% of your work time to build and improve your actual product to 50% or 70%.

Can you imagine having a knitting business, and suddenly being able to gauge interest for different colors with a website selector you'd have no idea how to automate? Or needing to close your shop for an upcoming holiday, and having Google and Apple Maps and your website all updated to reflect your closed dates cleanly, without having to fight through every UI? An engineer goes "bah", a baker goes "I just got to sleep two more hours".

I truly think that people in the tech industry do not understand how hard technology is for people who aren't in it.

step 2: find a way to solve that problem for less money than they are willing to pay

step 3: AI???