Vibe Coding and the Future of Work: How a Product Designer Turns Ideas Into Apps

**Jessica Campbell** (0:00)
What's your problem? What's your challenge? Who are you solving for? How are they currently experiencing the problem? What's their dream scenario? What's your dream scenario? How does that come together? Mix that with a mood board, do a little competitive analysis, and then I bring that into AI so that I was able to be human, and now you help me to parse that out into one major one-shot prompt.

**Brooke Gramer** (0:27)
Welcome to How I AI, the podcast featuring real people, real stories, and real AI in action. I'm Brooke Gramer, your host and guide on this journey into the real world impact of artificial intelligence. For over 15 years, I've worked in creative marketing, events, and business strategy, wearing all the hats. I know the struggle of trying to scale and manage all things without burning out. But here's the game changer, AI. This isn't just a podcast. How I AI is a community, a space where curious minds like you come together, share ideas because AI isn't just a trend, it's a shift. The sooner we embrace it, the more freedom, creativity, and opportunities we'll unlock. Today, we're talking about Vibe coding, the future of work, and why I believe we are entering a major shift in how people make money, build leverage, and bring their ideas to life.
Here's what I keep seeing. We're moving out of a world where people only think of income through a lens of job title, a salary, or waiting for someone else to hand them permission. We're moving into a world where people can create their own products, own their own websites, build their own apps, tools, and even their own niche communities with far less capital than ever before.
And this is where Vibe Coding comes in. If you are brand new to that term, Vibe Coding is basically an AI-assisted creative workflow where you can describe what you want in natural language. The AI helps you generate the code and you keep iterating the prompt by testing and refining and eventually shipping some sort of product. I've been Vibe coding a bit myself and it is pure gold for marketers. For example, you can create a custom sales landing page for anything that you're wanting to sell online digitally. You can get creative with your marketing funnels by creating interactive quizzes. Really the world is your oyster when it comes to thinking of creative ways to funnel people to your business. And the bigger reason I wanted to do this episode right now is that it sits at this larger conversation about the future of work. We're in Q2 of 2026, and I truly believe a year from now things are going to look very different. We've been watching AI move from experimentation into everyday business operations. This past year we've seen layoffs make major headlines, more tasks are being automated, and as a result more people are diversifying their income. They're building side projects, micro businesses, digital products, and low to no code tools. The barrier between having an idea and actually building the first version of it is getting dramatically smaller. Even the data points to this shift. The Federal Reserve reported in 2024, 13% of adults earned money beyond traditional employment. The job market itself is continuing to be reshaped. The World Economic Forum, Future of Jobs Research found that employers expect 69 million jobs to grow and 83 million jobs to decline by 2027 They also found that 44% of workers' skills are expected to be disrupted over that same period and that 42% of business tasks are expected to be automated by 2027 And the appetite for starting things is elevated too. The US. Census Bureau reported that more than 496,000 business applications came through in February 2026 alone. So people are not only looking for work, they're actively trying to create new business vehicles for income. And with Vibe coding, more people are going to realize they can build something useful for themselves, their audience, their neighborhood, their clients, or their industry without needing a full team or a big budget to begin. I've been seeing examples of this with really specific community-driven tools. One example is a woman I had on my podcast named Maya. And she founded MapMyMilk. She is a mother of two who Vibe coded an app on Bolt. And she has over 500 mothers using her app, which supports breastfeeding and baby food allergen tracking. Another example I recently researched was called Squad Up. It's a hyper local pickup sports app built around community and local sports. These are not giant venture-backed ideas. These are targeted tools built around real people, real needs and real communities. And the key differentiator here is community. People don't just build. They need a path to reach an audience and monetize. And it's been estimated that the creator economy's total addressable market could roughly double to $480 billion by 2027, up from about $250 billion at the time of Goldman Sachs' original estimate. The point here being that founders and creators are targeting small specific pain points and monetizing. They're launching micro products. They're building hyper niche tools that would never justify hiring a developer. And Vibe coding feels like having a personal software team on demand. So, this episode isn't just about job replacements and job security and the future of work. It's also a story about reinvention, adaptation, and those who are willing to learn how to work differently are really going to come out on top. That is the shift I want people paying attention to. And honestly, this is why I care so much about creating physical spaces where people can try this in real time, ask questions, and see what's possible. I've been putting on local vibe coding workshops here in the Miami community and have a really exciting event coming up during New York Tech Week this June 3rd. I'm co-hosting an event called She Ships. It's going to be a free guided building session for women with ideas. This isn't a hackathon, it's not competitive, it's a collaborative room for women who want to explore vibe coding for the first time. My co-host is Marianne Bacall, and she's a lovable ambassador. Attendees will receive lovable credits, and there's no pressure to be technical, just a room where you can explore, build, and surprise yourself with what you're capable of. Because the Creator Economy is evolving from attention-based monetization into infrastructure-based monetization. In other words, people are no longer only earning from what they post, or share, or speak on. They're starting to earn money from what they can build and create. Okay, now let's get into today's guests on How I AI. She's the perfect person to help me unpack all of this. Jessica Campbell is actually returning back to the show. She's been one of those people in my Miami community who has really helped me understand vibe coding. She comes from a product design background, has been working in tech since 2013, and through her platform Creative Currents, she's created workshops and experiences that help creatives and curious builders experiment with AI, and ways that feel accessible, thoughtful, and current. In today's conversation, we get into what vibe coding really is. How Jessica first stumbled into it, the platforms she likes best right now, the design thinking and pre-work that should happen before you ever start prompting, how to think about debugging, things like version control, onboarding flows, and deployment, and what she learned from vibe coding 30 apps in 30 days this past January. My goal for this episode is to give you a more cohesive view of vibe coding. A lot of things are rarely discussed from security to compliance risk, and I think it's important to note that shipping AI generated code without deeper view can increase vulnerabilities, create compliance blind spots, and it's important to note that vibe coding can only take you so far. I think it's a great start to get the first version of your product out there, whether for pitching and fundraising, or to get additional feedback from your ideal customer. So whether you're AI curious or sitting on an idea, you don't know how to build, or you're just trying to understand where the future of work is headed next, this episode is for you. All right, let's get into it. Jessica, thank you so much for being on the podcast. Welcome back to How I AI.