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I built an AI tools review site with zero coding skills — entirely using Claude. Here's what happened.

Six weeks ago I had an idea for an AI tools review site.
I have no coding background. I work full time at an airline.

Today talentedatai.com is live with 21 articles, a working
build pipeline, responsive images, a newsletter, and a
Product Hunt launch. I haven't written a single line of code.

Here's exactly how I built it:

The stack:

  • Claude (claude.ai) for all thinking, planning, and strategy
  • Claude Cowork for all file operations, code changes, and article writing
  • GitHub for version control
  • Cloudflare Pages for hosting
  • Mailchimp for the newsletter

How the content pipeline works:
I give Cowork a prompt describing what to write. It researches
the topic, writes a 2,500-word article with front matter, FAQ
schema, internal links, and SEO metadata. It saves the file to
a pending folder. I review it. I approve it through a dashboard
that moves it to published. Cloudflare builds and deploys
automatically on every push.

I haven't touched HTML, CSS, or JavaScript directly. Every fix,
feature, and improvement has been done through conversation.

What surprised me:

  • The quality of AI-generated code is genuinely good when you
    give it enough context
  • The hardest part isn't the technical work — it's knowing
    what to build next
  • Building a second brain knowledge base (Obsidian + Claude)
    to track everything has been as valuable as the site itself
  • The meta irony of using AI to build a site that reviews AI
    tools is not lost on me

What's working so far:

  • 206 active users in the first month, mostly direct and
    ChatGPT referral
  • 2.66K Search Console impressions, average position 9.5
  • Top article: Gemma 4 Android guide (found via organic search)
  • 3 newsletter subscribers (building from zero)

What I'm figuring out:

  • SEO takes time — the content is there but Google trust
    is slow to build
  • Newsletter growth is the real long-term play
  • Being honest about what the site is — AI-assisted content
    reviewed by a human — matters more than trying to hide it

The experiment I'm most interested in:
Can a site built and operated almost entirely by AI, with no
personal brand behind it, grow organic traffic and eventually
generate meaningful revenue?

I'm treating this as a genuine experiment, not just a side
project. Documenting everything.

Happy to answer questions about the technical setup, the
Cowork workflow, or what I'd do differently.

Site: talentedatai.com
Product Hunt: https://www.producthunt.com/products/talentedatai

on April 12, 2026
  1. 1

    The workflow you're describing works until Claude resets context between sessions. Suddenly it forgets the decisions it made last week and starts suggesting patterns that contradict what's already in the codebase.

    The fix that stabilized ours: a CLAUDEmd file at the repo root. It's a plain text document that describes the stack, the patterns we use, the patterns we've explicitly ruled out, and why. Every new Claude session starts by reading it.

    Without it, Claude is a brilliant intern with amnesia. With it, it's more like a collaborator who read the project brief.

    For a non-coder building something real, this changes the risk profile significantly — you stop being surprised by outputs that contradict each other.

    How long did it take you to get stable output without it?

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