Bring Your Ideas to Life - Fast!

Rapid Prototyping with AI

Hi, and welcome to The Atomic Builder!

This is where product managers, entrepreneurs, and non-technical creators learn to build software in the AI era. You could be binge-watching ‘Silo’ on Apple TV right now, but instead, you chose AI and product management. Thank you for being here! ⭐

You're not just a thinker anymore—you're about to become a builder,
here to prototype faster and smarter with AI.

I’m excited. Almost as excited as a kid in a sweet shop. Today’s issue is all about bringing your ideas to life—quickly—with the help of AI. We’re diving into prototyping strategies that can help you get stakeholder buy-in, validate ideas, or impress (?!) investors with a working demo.

But where should you start?

Let’s use fictional Priya (remember her?!)—our resident Frazzled PM—as an example. Priya needs a prototype, fast.

Today, we’ll take a look at two of her options.

Fear not, I’ll dive deeper than a Swiftie on a Reddit thread, when I evaluate the other options in upcoming issues 🫡 .

All roads lead to…er, two Paths to Rapid Prototyping

If you need alignment early, start with visual-first. If you have a clear vision and need a demo fast, go code-first.

  1. Visual-First Prototyping – Great for early feedback and stakeholder alignment.

  2. Code-First Prototyping – Ideal for quickly building a functional demo.

Let’s break each one down.

1. Visual-First Prototyping

Use this approach if: You need stakeholder alignment and early feedback on user flows. Here’s how Priya gets started:

Step 1: Pick a Tool

I’m testing Uizard today— (for no better reason than that name is absolute genius!) it generates wireframes using natural language prompts.

Screenshot of Uizard's homepage showing the tagline "Turn product ideas into concepts instantly with GenAI" and a prompt bar for generating wireframes.

Uizard AI: Bold claims indeed. From idea to visual instantly?

Step 2: Mock Up Key Screens

Prompt Writing: A Killer Starting Point:

"Design a modern, user-friendly website for a stakeholder alignment platform. The platform should help project managers streamline communication, manage priorities, and track goals. Key features include a dashboard for project updates, a priority management tool, and a progress tracker for milestones. Focus on clear navigation, collaborative visuals, and a clean UI that enhances user engagement.”

The result? Actually pretty solid for a first pass. I can easily toggle between wireframes and full visuals.

Screenshot of Uizard showing a wireframe for a project management platform with dashboard, priority management, and progress tracker features.

Wireframe generated in Uizard…(+ boring caption)

Screenshot of Uizard showing a visually styled project management platform design with dashboard, priority management, and progress tracker sections.

…visual for the above wireframe. (+ another boring caption)

Step 3: Gather Quick Feedback

Priya shares the visuals with stakeholders for early reactions.

Pros:

  • Easy for non-technical stakeholders to provide feedback.

  • Quick changes to layout and navigation.

  • Ideal when UX and design are key concerns before writing code.

Cons:

  • The designs still need to be translated into code later.

  • Functionality isn't immediately testable (cue the “Oh, I didn’t realize it would do that” reactions).

The AI Advantage

Tools like Uizard get you ~70% of the way there. Sure, you’ll need to tweak things later, but it’s about getting something in your hands fast.

These designs? Took me 10 minutes with some back-and-forth prompts.

Screenshot of Uizard's Autodesigner interface, showing a chat where the AI assists in generating a dashboard for a stakeholder alignment platform.

Chatting up AI…

Screenshot of Uizard showing a project management tool prototype with a dashboard, task updates, and progress charts.

Dashboard vibes

But what’s the catch? There’s always a catch, right?

Most of these tools offer natural language interfaces (or will soon), but they aren’t free for long. I ran out of credits faster than an AI lab announcing another new model. Yep, I had to upgrade to a paid plan in the name of this newsletter. Commitment. I’m here for you, folks.

Technology isn’t the limiting factor. Our imagination will be.

What about code-first—how does that work? Isn’t it, well… way faster? Yes, and while I can crank out 10x more work in an hour on tools like Bolt, Replit, or v0 than I can in Figma, I still don’t think design tools are dead... YET (he says, with absolutely no confidence).

Let’s take a look at the code first workflow…

2. Code-First Prototyping

Use this approach if: You need a working prototype for testing or investor demos.

We’re living in crazy times—this kind of AI-driven coding wasn’t even possible 12 months ago. Progress is rapid, but we’re not there yet…

Using these tools to build software is the foundation of what we do here at The Atomic Builder HQ. We’re going to road-test the heck out of these tools in 2025.

There are a few contenders emerging in the space. We’ll use Replit today- why don’t you give this a go:

Step 1: Set Up in Replit

Priya opens a new project and uses Replit’s AI agent to scaffold a web app.

I used the same prompt we used in Uizard, to generate a system with full code (but no database yet which you would need to store the data you add!).

Step 2: Generate Basic Functionality

With some input, AI agent builds out frontend elements. It’s a functional prototype, a VERY basic build, which granted, initially is not winning any design awards...

Screenshot of Replit's homepage showing a prompt box asking, "What do you want to make today?" with options for AI chat and app creation.

I want to make a tarte tatin…
(it can’t help with that)

Screenshot of Replit's AI suggesting a plan for a stakeholder alignment platform with options to build the initial prototype and add features like real-time updates and analytics.

A plan of attack…

Screenshot showing Replit’s interface with a project dashboard for AlignPro.

Good morning, Agents. Your mission today…

…but with some back and forth, using natural language, about 60 minutes later I’ve tidied up what it looks like, and juiced it up a little, with some mock data.

Screenshot of the AlignPro project dashboard showing recent updates, high-priority projects, and project cards for tasks like website redesign and data migration.

Sexy(er) 😎 

Step 3: Iterate in Real-Time

Priya tests and tweaks the app live.

Pros:

  • Immediate functionality—you can create a working demo fast.

  • Better for validating feasibility and technical aspects.

Cons:

  • UX changes require more time and code refactoring.

  • AI coding assistants still struggle with multiple iterations.

Building in Replit: What You Can Expect

Let’s be real: Replit and similar tools can and will get you tied in knots. I have built some amazing apps with Replit - but I’ve also experienced frustration (often) when it hasn’t gone to plan. Expect the occasional “helpful” AI addition, like weird, unexplained bugs. I guess it’s all part of the ride.

Screenshot showing a runtime error in Replit for exceeding the allowed number of hooks during render in the milestone timeline component.

‘Rendered more hooks’ you say. Gotcha…

Strategy: When to Use Each Path

Still unsure which path to take? Here’s a quick decision guide:

Path

Best For

Tools

Risks

Visual

Stakeholder Feedback

Uizard, Galileo

Less precise designs

Code-First

Quick Demos/Investor Pitches

Replit, Loveable

Slower design changes

Remember, you don’t have to choose just one. In many cases, a hybrid approach—starting with design and then moving to quick code—works best.

Product Strategy: Prototyping & the AH-HA moment

Regardless of your chosen path, prototyping serves three essential purposes:

  1. Idea Validation: Does your concept resonate with users and stakeholders?

  2. Stakeholder Alignment: Visual prototypes reduce ambiguity and miscommunication. There is a natural ‘Ah-Ha’ moment that you see when a design gets traction from your audience

  3. Faster Iterations: AI tools enable quick pivots—whether through design updates or live coding tweaks.

Priya’s takeaway? Starting with a visual prototype saved her from endless refactoring. Once her stakeholders approved the user flow, she was able to move into coding with a team with confidence.

Which of these purposes resonates most with your current project?

Lessons from the Field

Having tried both approaches in the past, I’ve seen how each can shine under different circumstances:

  • Visual-first: Prevented rework when stakeholders wanted major flow changes mid-project.

  • Code-first: Helped me meet a tight deadline for a pitch I made to a founder, where functionality and my vision mattered more than polish.

Your choice depends on how clear your user flows are and how quickly you need a working product.

We’re at a point where if you embrace the messiness today - I think (!) you’ll be in a better position than those who don’t, 6 months from now, with the experience you gain.

Comic strip illustrating a humorous interaction between a product manager and an AI design tool. The PM requests a dashboard with filters, but the AI adds unnecessary creative elements, eventually leading to frustration.

How it’s going…

Mini challenge: Now it’s your turn! Choose your path—visual or code—and start building. Try creating a mockup using Uizard or Replit. Share your progress using #TheAtomicBuilder on socials!

What’s Next?

In the next issue, we’ll explore the landscape in a bit more detail so that you can see what the contenders are in this space.

That’s all for this week, I’m off to Ikea. I hear there’s half off…something. Hopefully the meatballs.

See ya 👊 

Faisal

Founder, The Atomic Builder

This Week’s Build Beats 🎵

Each issue, we pair the newsletter with a track to keep you inspired while you build. For this issue, the ultimate anthem for unstoppable momentum:

  • "Don’t Stop Me Now" – Queen

I’m adding something new to The Atomic Builder! Check out the Atomic Builder Beats playlist on Spotify! Got suggestions? Share them with us on social media or reply to this email.

Warning: Unhinged musical palates only

Thanks for Joining!

I’m excited to help usher in this new wave of AI-empowered product builders. If you have any questions or want to share your own AI-building experiences (the successes and the failures), feel free to reply to this email or connect with me on socials.

Until next time…

Faisal

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