Vibe coding · What you make · How you sell it
Independent publication and research for vibe coders.
A publication for the solo builder doing it all with AI: vibe coding the product, finding the users, pricing the work. Here you will learn how to market, what the studies say, and what tools to use, and read about other founders who have done it all.
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The Studio · verified
Studio 03 · Tom Huang, Open Design: "Stars are not revenue wearing a trench coat"
Eleven days after Anthropic shipped Claude Design, a Shanghai team shipped the open-source alternative. It has since crossed a million installs on 77,000 stars, and the first build cost about $200. Tom Huang on the file-first method that let agents write all the code, why giving the product away was the plan, and the part no agent can do for you.
Built by Tom Huang · Open Design
The Proof · AI tool
Web Anatomy: the annotations are worth your time, the statistics are not
A design library of scored, annotated landing-page sections from real companies, plus a free MIT-licensed skill pack for your coding agent. We ran its own audit rubric three times on the same page to test its reproducibility claim, ran the hosted analyzer on our own homepage and timed it, and checked its published analyses against the live sites they describe. The section-level work is better than almost any free CRO content. The scores and leaderboards deserve a more careful read.
How to read the marks
A Studio build we checked: it is live and its receipts hold up. Hands-on when we can run it ourselves, independently confirmed when it is a B2B build we cannot.
A Proof verdict on a tool we used ourselves: signed up, ran real tasks, and logged what it costs.
The Study · undefined
The AI coding agent field guide (2026)
Seven agents, two camps, one decision. The frontier labs now ship their own coding agents whose benchmark numbers cluster in the high seventies to low eighties, while a second camp routes to whichever model you point it at. We have hands-on tested two of these. For the other five we quote the published numbers and say so. Here is how to choose on shape rather than on a leaderboard.
The Signal · Issue 4
Nothing leaked. That is the part worth worrying about.
Shared Claude conversations turned up in Google last weekend. No system was breached. Every one of those pages was made public by a person pressing a button they misread, which is now the most expensive kind of bug in software.
The Ledger · Freelancing
Getting paid for AI work: deposits, deadlines, and the clients to refuse
Nonpayment is not a freak event; it is the base rate. Half of surveyed freelancers had collection trouble in a single year, the average victim loses about $6,000 annually, and a contract alone still leaks. The fix is structure installed before the work: deposits, pause clauses, handover on final payment, and a refusal list for the clients who signal early.
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We do the homework.
Anyone can repost a cool demo. We use the thing, tell you what's real vs. smoke, do the cost and pricing math, and link you straight to the maker. The skepticism is on the work, never the people.
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A room of people building with AI. Show what you're vibe coding, swap what you're into, and ask what you're stuck on. It doesn't have to be finished, and it doesn't have to make money. Grab a handle and jump in.
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