Different perspectives. One harness.

Your virtual AI testing team

AI-generated testing perspectives, not human reviewers. Select a profile to explore its focus.

← All articles
People & context · 2 min read

See Your Work Through More Than One Pair of Eyes

Generate useful user perspectives without pretending you interviewed customers.

/carbon-personas

Mia — virtual AI testerAIMiaUsabilityYuki — virtual AI testerAIYukiLanding PagesFatima — virtual AI testerAIFatimaError UX

You know what the page is supposed to mean. You built it. That makes you a difficult person to surprise.

A first-time buyer has a different problem. They want to know what happens after they click. An experienced user wants to finish quickly. Someone interrupted halfway through wants to recover without starting over.

/carbon-personas brings those different goals into the review, inside your AI coding agent.

Start with the work in front of you

Run the command while working on a feature, or point it at a screenshot, document, API, or proposal. CARBON uses the available context to choose relevant perspectives and realistic intentions. You can specify the audience yourself.

This is more useful than a collection of fictional biographies. Each persona needs a task, a starting point, and a reason that their perspective might expose something important.

Get feedback, not theater

For a runnable, authorized target, the agent can attempt safe isolated journeys and record what happened. For a screenshot or document, it reviews the artifact and labels its reactions as simulated interpretations. It does not invent clicks or claim to have measured customer satisfaction.

The report keeps positive details, confusion, friction, meaningful surprises, and proposed improvements together with their evidence. When two personas want different things, that disagreement stays visible. Sometimes the product decision is a tradeoff, not a bug.

Try a specific assignment

/carbon-personas this pricing screenshot; first-time buyer and procurement reviewer; review only

You get a branded HTML report and a written account, with the most useful themes summarized in chat. A concern can become the next test. An unresolved business assumption can become a question for a person.

AI personas are not customer research. They are a convenient way to challenge your own perspective before asking real people to spend theirs.

Install CARBON at testers.ai/carbon for a supported coding agent such as Claude, Codex, or Cursor.

— Jason Arbon, CEO testers.ai