You donât have to be a developer to benefit from vibe coding
What if the solution to an everyday problem at work was an app you could build yourself â without hiring a developer or spending months creating it?
More workers are doing just that. In a of over 800 U.S. employees who had built or deployed software using AI coding tools, 34% had no formal programming background.
One way theyâre doing it is through vibe coding, which allows people to create software using natural-language prompts. You describe what you want an app to look like and do, and AI helps generate the code behind it. From automating repetitive tasks to building simple tools that make a process easier, vibe coding gives people in a range of roles a new way to solve problems at work.
 offers tips for using vibe coding to solve workplace problems, streamline everyday tasks and find new ways to work more efficiently. Here are some of the ways to get started.
Start with a problem you already understand
Donât start by asking, âWhat can I build with AI?â Instead, look at your day and ask what could work better.
âThink about your day-to-day and find something that you think you could improve,â says Daniel Patterson, a principal managing sales engineer at Verizon who used vibe coding to create an interactive design tool to help with sales. âDoesnât matter what it is.â
The problem doesnât need to be technical. Patterson suggests looking for repetitive processes, information thatâs difficult to access or tasks that eat up time. âYou donât have to be technical to get in and find a problem and then try to create a solution,â he says.
Tell AI what you donât know
One of Pattersonâs biggest early frustrations was learning how to communicate with AI effectively. His advice for beginners: Donât pretend to know more than you do.
When he was learning, Patterson would tell AI his end goal, explain the resources he had and ask it to walk him through the process step by step.
âDonât be afraid to say you donât know what youâre doing,â he says. The more Patterson experimented, the better he became at giving AI the context and instructions it needed â and at understanding what to ask next.
His simple rule for beginners? âIf you can copy, paste and conversate, you can win.â
Save what works â and use it again
As your skills improve, donât start from scratch every time. Patterson saves prompts that have worked particularly well and reuses them across projects.
For example, after months of experimenting, he developed a âcoding partnerâ prompt that establishes rules for how AI should work with him. He has also created reusable prompts that incorporate his companyâs brand requirements.
âDonât duplicate your efforts,â Patterson says. âSave your efforts and rinse and repeat.â
That approach can turn what youâve learned on one project into a skill â and a shortcut â you can bring to the next one.
Use AI to scale what youâre already good at
Vibe coding hasnât turned Patterson into a full-time developer. Instead, it has helped him expand what he can accomplish in the job he already has.
He has since created other tools, including a post-sale dashboard, and uses AI to automate work that once took significantly longer. An executive summary that might have required an hour of pulling numbers and writing, for example, can now take him minutes to produce and verify.
The time savings allow him to focus more on training and supporting colleagues â the part of his job heâs most passionate about. His AI work has also expanded his professional network and visibility within the company. Colleagues now seek him out when they have problems they think AI could help solve.
For Patterson, thatâs where the career opportunity becomes clear. Learning AI skills isnât simply about adding a certificate to your resume. Itâs about finding ways to apply those skills to create value.
âDonât just take the certificate and say, âOkay, I made my certificate,ââ he says. âFind something and solve for it.â
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