Claude Design just shipped. iterFact was built exactly for it.
Today Anthropic Labs launched a beautiful authoring tool that generates prototypes, slides, and one-pagers from a prompt. It's a real milestone. They should be proud.
This page is a live demonstration — not a slide — of what happens next.
What Claude Design is, honestly.
Brilliant tool. Real category moment. Anthropic just validated what we've been building. — Paul Clark, Founder & CEO, iterFact
Claude Design lets anyone describe a design — a prototype, a pitch deck, a one-pager, marketing collateral — and receive a polished visual output generated by Claude Opus 4.7. Users refine it inside a design canvas with direct edits and sliders, then export as PDF, PPTX, standalone HTML, or hand off to Canva or Claude Code.
It is the single most capable AI-native authoring surface shipped to date by any frontier lab. It will onboard millions of founders and product managers into the "describe it, get it designed" motion in weeks, not years.
We've been watching this come for months and cheering it on. The more of these tools exist, the larger the category gets, and the more of them need the layer iterFact provides.
Authoring tool. Publishing platform. Both should exist.
Claude Design solves the blank canvas. iterFact solves the blank URL. They are adjacent tools for adjacent moments in the same workflow — and the second one was never what Anthropic set out to build.
The canvas
A place where one person sits down, describes a thing, and shapes a polished artifact through conversation with Claude.ITS ENDING STATEA file. You export it. Then you host it, share it, or re-import it somewhere else.The internet-native output
A public URL at a permanent handle, generated by an LLM agent speaking to an MCP server — or by any developer calling an API.ITS STARTING STATEA live URL. Already hosted. Already indexable. Already embeddable. Already ready to pass around.Manual-first
A human in a chat window clicks "Tweaks" and iterates. There is no API surface. A script cannot drive it. A cron job cannot call it. 10,000 of them cannot be generated overnight.Programmatic-first
MCP tool calls. REST endpoints. Python SDK. Power BI custom visual in flight. Zapier integration. Generate one, or generate ten thousand from a spreadsheet, a webhook, or a nightly job.Private by default
Shares inside your organization. Internal URLs. Team folders. Built for the deck that lives in a Slack thread for a week and dies.Public by default
Indexable by Google. Embeddable on any site. Shareable to people who have never heard of you. Built for the artifact that shows up in a search result next year.Fourteen capabilities. Every one honestly scored.
We're not here to pretend Claude Design is weak. It is very strong at what it was built to do. This table shows where the two tools overlap — and where they diverge.
Not better — different. Surgically different.
The handle is the product.
Every iterFact artifact lives at iterfact.com/@handle/page. Indexable. Shareable to strangers. Claude Design's URLs are for your coworkers. Ours are for the internet.
Any script can make one.
REST API. Python SDK. MCP. Generate from a cron job, a webhook, a batch script, a Zapier flow. Claude Design is a human clicking. iterFact is a function you call.
One script tag. Anywhere.
Drop an iterFact artifact into any website, intranet, Notion doc, or app with a single embed tag. Already hosted, already interactive, never breaks across versions.
Engines, not just designs.
38 deterministic render engines. Live API data fetching. A weather artifact that actually pulls from Open-Meteo. Charts from your CSV, not from an LLM hallucinating a chart.
Claude. Cursor. Cline. ChatGPT.
Because iterFact ships as an MCP server, any client that speaks MCP can drive it. Claude Design lives in Claude.ai forever. iterFact goes everywhere the agent goes.
Templates that know the domain.
Real estate listing pages. Deal memos. Grant applications. Research briefs. Templates that encode a vertical's conventions — not a generalist AI guessing once per document.
Seven things to try that a file export can't do.
If you build a workflow on Claude Design, you will hit these walls inside a week. They are not the fault of the tool. They are the definition of a different category.
The artifact is the argument.
Everything you're looking at is a live demonstration of what iterFact does that Claude Design was never designed to do.
It was not exported and re-uploaded. It was not screenshotted, handed to Canva, or flattened to PDF. It was generated by an LLM agent speaking to the iterFact MCP server, published to a hosted URL in a single call, and handed back as a public link — the same motion any developer can trigger from Python right now.
We're not competitors. We're the next tool in the workflow.
Claude Design makes a beautiful thing. iterFact gives it a public URL, a permanent handle, a one-script embed, an API, and an SEO footprint. The world needs both.
If you work at Anthropic and you're reading this — here it is, said publicly: we built the layer you were never going to ship, and we'd like to be the open ecosystem partner that makes Claude Design's output permanent, shareable, and programmatic.