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Test assets · 2 min read

Your Existing Tests Are Not Obsolete

Use AI to modernize the work, without throwing away its intent.

/carbon-ai-upgrade

Jason — virtual AI testerAIJasonAI Code ReviewRichard — virtual AI testerAIRichardForms

You do not need to delete your Selenium suite to start using AI in testing.

That suite may contain years of hard-earned knowledge: a rounding rule, a forgotten permission boundary, a recovery sequence somebody learned about from an unhappy customer. The flaky wait is not the only thing in the file.

/carbon-ai-upgrade helps assess and modernize existing automated or manual test assets. The useful starting point is what they already cover, what they fail to establish, and where their maintenance effort goes.

Upgrade the investigation, not just the syntax

A brittle screenshot test might need better setup and stable state before it needs an AI judge. A manual case may contain an excellent business expectation but no reproducible data. A passing script may click every button without checking the resulting record.

CARBON can make the intent and expected behavior explicit, identify gaps, and convert selected assets into reusable AI-intent tests. Existing source, constraints, and assertion meaning should survive the conversion.

When appropriate and approved, sparse model-powered screenshot checkpoints can add visual review at consequential states. They are not a replacement for an exact amount, permission check, or database invariant. Sensitive screenshots must not leave the machine merely because a test can call a model.

Start with a small valuable slice

/carbon-ai-upgrade assess our checkout suite; preserve business assertions, identify brittle steps, and propose changes before editing

Provider keys, external transmission, and file changes need the appropriate authorization. Conversion is not evidence of execution; reruns still have to happen.

The goal is a better return on the testing investment you already made. Not a ceremonial rewrite into whichever framework sounds newest.

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

— Jason Arbon, CEO testers.ai