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What People Have Actually Built with Claude Code

Real, shipped projects built with Claude Code, including a 9,700-page site and a heritage site rebuilt in an afternoon. Proof, not toy demos.

Most “what you can build with Claude Code” lists are full of toy demos: a to-do app, a snake game, a weather widget. Useful for learning, but they do not answer the real question, which is “can I build something that actually matters?”

Here are real things that are live on the internet, built by someone who is not an engineer.

Things I have shipped

CheckHowMuch.sg is a 9,700-page property intelligence site for Singapore homeowners. It pulls real transaction data and generates a page for every town and block, with price history and analysis. Built with Claude Code, zero developers, hosted for almost nothing. Here is how it came together.

CheckHowMuch.sg, a 9,700-page Singapore property intelligence site built with Claude Code

SeeWhatIf is a healthcare cost explorer that maps 134 hospital scenarios to real Singapore procedure data, so people can see what a treatment might actually cost them.

SeeWhatIf, a Singapore healthcare cost explorer built with Claude Code

The Chang Clan heritage site is the bilingual website of an 88-year-old Singapore clan association, rebuilt in an afternoon from a dated, Chinese-only original.

The Chang Clan General Association bilingual heritage site, rebuilt with Claude Code

A personal accountability tracker. Smaller, but my favourite. It is a local web page where Claude Code and my browser share the same file, so my to-do list stays in sync between the two without any database or server.

What people in my workshops build

The people who come through my meetups and workshops are marketers, founders, operations leads, and consultants. Not engineers. They have built personal portfolios that finally exist, landing pages for a new offer, internal dashboards to replace a messy spreadsheet, and small automations for jobs they used to do by hand.

The common thread is not ambition. It is specificity. The ones who finish picked one clear thing and shipped it.

The categories of what you can build

If you are wondering whether your idea fits, most non-developer projects fall into five buckets:

  • Websites and landing pages, the most common and most forgiving first project.
  • Data tools and explorers, like a calculator or a searchable directory.
  • Automations and scripts that do a repetitive job for you.
  • Internal dashboards and trackers to replace a spreadsheet.
  • Prototypes to test an idea before you commit to building it properly.

What it is not great at yet

Honest limits, because you should know them before you start. Complex apps with thousands of users, anything that needs a serious security review, payment and customer-data systems, and native mobile apps are all harder, and the kind of work where you want a person who codes involved. For a first project, stay in the buckets above. They are where the quick wins live.

Start with one

The mistake is trying to build the ambitious thing first. Pick the small, specific project you can describe in a sentence, and ship that.

If you are in Singapore and want to build your first thing in a room of people doing the same, join the AI Power Users community. It is free. New to the tool? Start with Claude Code for non-developers, or go straight to building a website with no coding.

Frequently asked

Can a non-coder build a real web app with Claude Code?
Yes, for many kinds of projects. Websites, data explorers, dashboards, and automations are well within reach for a non-coder. I built a 9,700-page property site and a healthcare cost explorer without an engineering team. Complex apps with many users and serious security needs still benefit from someone who codes reviewing the work.
What is the most complex thing you have built with Claude Code?
CheckHowMuch.sg, a 9,700-page Singapore property intelligence site that pulls real data and generates a page for every HDB town and block. It is the largest, but the Chang Clan heritage rebuild, done in an afternoon and fully bilingual, is the one that surprises people most.
Can you build a real business or product with Claude Code?
You can build the website, tools, and prototypes a business runs on. I use it across several live projects. It is a builder, not a strategy. It will ship what you can clearly describe, which for most early-stage products is more than enough to start.
Does Claude Code work for mobile apps?
It can help, but native mobile apps are harder than websites for a non-developer, because of app store rules, devices, and testing. If you are starting out, a website or web tool is a far gentler first project than a phone app.
Are these projects really built without developers?
Yes. I am not an engineer by training and I built them with Claude Code. For anything touching payments or sensitive data I bring in a person who codes to review before it goes live, but the building itself was done in plain English.
Keith Teo builds AI-powered products and teaches others to do the same.