Run My AI Biz

Run My AI Biz

Issue 2: From Chatbots to Coders

From a 1966 "therapist" program to AI that writes code on its own, and why conversation beats code.

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Run My AI Biz
Oct 28, 2026
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Hi there,

Last week we saw that an app is not a business. This week we meet the tool developers rave about more than almost any other: Claude Code.

If you’ve seen posts like “It built in an hour what took my team a year,” this is the tool behind them. It’s impressive. But if you’re not a programmer, it raises a simple question: do you want to manage code, or do you want to build a business?

There’s a better answer for people like us: conversation, not code. One AI you just talk to. First, though, the story of how AI went from chatting to coding, because it’s a wild one.


1. The Evolution Files: From chatbots to coders

  • 1966: The first chatbot. At MIT, Joseph Weizenbaum published ELIZA, a program that let people type conversations with a computer. Its famous “DOCTOR” script imitated a therapist by turning your words back into questions. It was about 200 lines of code, and Weizenbaum was astonished at how quickly people started treating it like a person. (Weizenbaum, Communications of the ACM, 1966; Guinness World Records)

  • 2021: AI starts suggesting code. GitHub launched a preview of Copilot, an “AI pair programmer” built with OpenAI. It suggested whole lines or functions as developers typed. (GitHub Blog, June 29, 2021)

  • 2022: Everyone starts chatting. ChatGPT arrived and reached an estimated 100 million monthly users in about two months. (Reuters)

  • February 2025: “Vibe coding” gets a name. AI researcher Andrej Karpathy described “a new kind of coding I call ‘vibe coding,’” where you “forget that the code even exists” and just describe what you want. He added that it was “not too bad for throwaway weekend projects.” (Karpathy’s post, archived) In November 2025, Collins named “vibe coding” its Word of the Year for 2025. (Collins Dictionary; Collins Language Blog, Nov 6, 2025)

  • February 2025: AI that does the coding itself. Anthropic introduced Claude Code as a research preview: a tool that can “search and read code, edit files, write and run tests, commit and push code to GitHub, and use command line tools.” (Anthropic, Feb 24, 2025)

  • May 2025: Open to everyone. Claude Code became generally available, with plug-ins for popular code editors. (Anthropic, May 22, 2025)

The pattern: AI went from imitating conversation (1966), to suggesting code (2021), to talking with everyone (2022), to writing and running code on its own (2025). Each step moved more of the work from you to the machine. The next step, the one this newsletter is about, moves the whole business to one conversation.


2. Bragging Rights: Claude Code

What it is: Anthropic’s AI coding agent. You point it at a project folder and describe what you want; it reads the code, writes and edits files, runs tests and more. It began as a command-line (terminal) tool. It now also works inside code editors, and in a Code tab in the Claude desktop app that doesn’t need a terminal. (Claude Code desktop quickstart)

Why developers rave about it:

  • The viral moment. In January 2026, Google principal engineer Jaana Dogan said Claude Code produced, in about an hour, a version of something her team had worked on since the previous year. She later clarified it was a simplified prototype, not production software, but the post spread everywhere. (The Decoder; Simon Willison)

  • Anthropic’s own team relies on it. At launch, Anthropic said Claude Code completed tasks in a single pass “that would normally take 45+ minutes of manual work.” (Anthropic)

  • It went mainstream. Coverage like The Week’s “Anthropic’s viral AI coding bot” brought it well beyond developer circles.

Pricing:

  • The free Claude plan doesn’t include Claude Code. (setup docs)

  • Claude Pro: $20/month, or $17/month billed annually.

  • Claude Max: $100 or $200/month, for 5x or 20x Pro’s usage.

  • All plans have usage limits that reset on a rolling five-hour window, plus weekly limits on paid plans. Your regular Claude chats and Claude Code draw from the same pool. (Claude pricing; Max plan)

What it still leaves you doing (if you’re not a coder):

  • You work with code. Even in the desktop app, Claude Code works on a project folder on your computer and shows you file changes to review. That’s a programmer’s workflow.

  • It writes code, not your business. It can write the code for a web page, but it isn’t an email platform, a payment system or a funnel builder. Hosting, your domain, checkout, your email list and sending your emails are separate services you’d connect and manage.

  • Setup is on you. Its system requirements, installs and account sign-in are written for people comfortable with software. (setup docs)

  • Limits can interrupt you. Heavy building can hit the five-hour or weekly limits, and the fix is a bigger plan.

Fair’s fair: Anthropic also offers other Claude features for non-coding work, like handing off reports, spreadsheets and presentations that run in the background. (Max plan page) And for developers, Claude Code is genuinely one of the best tools available. It’s built for building software. You’re building a business.


3. The One AI That Does It All: Conversation, not code

Here’s the difference in one picture.

The Claude Code path (for a non-coder):

  1. Install the app and subscribe.

  2. Create a project folder.

  3. Ask for a website, then review the file changes.

  4. Find hosting and connect your domain.

  5. Sign up for an email platform and connect it.

  6. Set up checkout.

  7. Write the sales copy, lead magnet and bonuses somewhere, or ask Claude separately and paste them in.

  8. Do the launch emails and the scheduling yourself.

The one-AI path:

  1. Open a conversation and say what you want to sell.

  2. Approve each piece as it’s created.

That’s the whole point. With one AI you simply talk to, you never touch a project folder. It works on its own computer, with its own browser. It helps create the product, write the sales page, set up the funnel, and build your lead magnets and bonuses. Then it keeps going after launch with email, scheduling and routines. And nothing goes live without your approval.

Why conversation beats code for people like us:

  1. You speak business, not software. “Make the offer stronger” is a sentence, not a code change.

  2. You approve outcomes, not code changes. You review a headline, an email or a page as your customer will see it.

  3. There’s no setup project before the real project. No installs, no folders, no terminal.

  4. Building and running happen in one place. The same conversation that built your sales page sends your launch emails.


4. They Don’t Code. They Run Businesses by Conversation.

This issue is about coding agents, so here’s the part I find most striking about the three entrepreneurs behind the mastermind.

They built their fortunes online the hard way, over decades. One has earned over $140 million; the other two, several million each. And today, their businesses run through conversation with one AI, not through project folders and code changes:

  • Two of them run all of their online businesses with it.

  • The third manages his existing businesses with it, and launches and runs new ones.

Think about what that means for the “conversation, not code” argument. If people with decades of experience and multiple businesses chose to run them by talking to one AI and approving the work, then a terminal and a project folder clearly aren’t a requirement for building a business online.

That’s the part I’d like you to sit with. None of them codes, and none of them needed to. Decades of results, and today the work runs through conversation and approval.

If you’d like to see what that looks like, the mastermind at runmyaibusiness.com shows how they use it, with live presentations and example businesses.

Their results are not typical. They reflect decades of experience selling online; most people who try to earn online make little or no money, and your results depend on your effort, skills, and market.

(If you join through my link, I earn a commission.)

🔒 The rest of this issue is for paid subscribers: a step-by-step walkthrough of one complete product launch using the one-AI approach, and the cost math of the coding path vs. one conversation.

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