The news: longer tasks, broader use
In a June 25, 2026 research update, OpenAI described a shift toward longer-running work with coding agents and adoption beyond engineering teams. Its report is evidence about the users and internal activity it studied, not a promise that every business will obtain the same results. The source is linked below so you can examine the context.
For a small-business website owner, the useful question is less about whether a tool can produce code and more about who verifies the result. A generated page may look convincing while still having an unreliable form, inaccessible controls, or incorrect business information. Faster production does not remove the need for acceptance criteria.
Source: OpenAI: How agents are transforming work (25 June 2026)
Where agents can help a website project
Well-defined tasks are a practical starting point: drafting a component from an approved design, identifying repeated code, preparing test cases, or proposing a fix for a specific bug. The developer should supply constraints and check the output against them. This is a workflow recommendation, not a performance claim about a particular model.
Ask a prospective developer how they review generated changes. Useful answers describe version control, isolated previews, tests of important journeys, and a person accountable for approval. A claim that the whole website was made by AI does not tell you whether it works for your customers.
Keep private data and publishing decisions under control
Do not treat a coding assistant as a place to paste customer records or production credentials. Teams should decide which tools may receive project data and which actions require review. A public marketing page and a live payment integration deserve different levels of access and verification.
The same review principle applies to content. AI can help organise an outline, but someone needs to check dates, sources, claims, and whether an article adds anything useful. Publishing many interchangeable pages for search terms can leave visitors with less useful information, even if the publishing process is fast.
Measure the delivered website
Evaluate the final result with the same questions you would ask of any web developer: does it load well on mobile, can people navigate with a keyboard, does the form deliver, and can the business maintain it? Google's Core Web Vitals guidance identifies loading, responsiveness, and visual stability as important aspects of page experience; a perfect lab score alone is not a guarantee of search rankings.
Our recommendation is to use AI to support a deliberate development process. Keep a clear brief, reviewed changes, and a human owner for the outcome. Tools will continue to change; responsibility for the website should remain clear.