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AI in a Weekend: How [Solo Founder] Coded a Viral App with No Budget


By TechBit Staff | Published October 15, 2024

In an era where building apps feels like launching a rocket—requiring teams, funding, and endless VC pitches—solo founder Jamie Reyes proved it’s still possible to ship fast and go viral. Over one hectic weekend, using nothing but free AI tools and a laptop, Reyes built PetPal AI, a quirky app that transforms your pet photos into hilarious, shareable cartoons. Within 48 hours of launch, it racked up 50,000 users, 200,000 social shares, and landed features on Twitter and Reddit. Zero dollars spent. Here’s the full story.

The Spark: From Dog Dad Frustration to Viral Idea

Jamie Reyes, a 28-year-old full-stack developer from Austin, Texas, isn’t your typical Silicon Valley unicorn hunter. By day, he’s a freelance web dev scraping by on gigs. But he’s a dog dad to a hyper Golden Retriever named Max, and endless scrolling through pet TikToks sparked the idea.

"I saw all these AI art generators blowing up, but nothing fun for pets," Reyes recalls. "I thought: What if I could upload a photo of Max and turn him into a superhero or a pirate? Something stupidly shareable that pet owners couldn’t resist posting."

It was Friday night, October 4th. No whiteboard, no co-founders—just a Google Doc and ChatGPT. Reyes prompted: "Brainstorm a viral pet photo editor app using only free tools. Include MVP features, tech stack, and monetization." In 10 minutes, he had a blueprint: photo upload, AI style transfer (e.g., "pizza-loving cat" or "astronaut pup"), instant download/share buttons, and viral hooks like "Tag a friend whose pet needs this!"

The Tech Stack: Free AI Magic, No Strings Attached

Reyes’ secret weapon? AI did 80% of the heavy lifting. No paid APIs, no cloud credits burned—just free tiers and open-source smarts. Here’s the no-budget stack:

Component Tool Why Free & Awesome
Ideation & Planning ChatGPT (free tier) + Claude Generated wireframes, user flows, and even prompt engineering for AI models.
Coding Cursor AI (free beta) + GitHub Copilot (free trial) Autocompleted 70% of code. Reyes typed high-level instructions like "Build a Next.js component for image upload with drag-and-drop."
Frontend Next.js + Tailwind CSS Blazing-fast React framework, styled in seconds via AI suggestions.
Backend/Database Supabase (free tier) Auth, storage for user images, and real-time leaderboards (e.g., "Funniest Pet of the Day").
AI Core Hugging Face Inference API (free endpoints) + Replicate (free credits) Models like Stable Diffusion for cartoon styles. Prompt: "Turn this dog photo into a Renaissance painting."
Deployment Vercel (free hobby tier) One-click deploy from GitHub. Scaled to 10k concurrent users automatically.
Analytics/Virality Vercel Analytics + Plausible (free) Tracked shares without cookies. Added Twitter/X share buttons natively.

Total cost: $0. Time saved: Months of solo grinding.

The Weekend Grind: 72 Hours of Code, Coffee, and Canine Chaos

Launch metrics exploded:

Two weeks later: 250k users, 1M+ images generated. Reyes flipped on Stripe for a $4.99 "Unlimited Styles" upgrade—$12k MRR already.


PetPal AI in action: Max as a pizza overlord. Users share these non-stop.

Why It Went Viral: The Perfect Storm

  1. Low Friction MVP: One-click upload, 5-second generations. No sign-up for basics (Supabase magic).
  2. Emotional Hook: Pets = universal joy. Shareability through the roof.
  3. AI Leverage: Tools like Cursor turned Reyes (solo) into a 5-person team.
  4. Timing: Mid-fall, peak "pet content" season on social.
  5. No Budget Marketing: Organic via Twitter threads, HN "Show HN," and TikTok demos.

Lessons for Every Solo Founder

Reyes’ story shatters myths:

Now, Reyes is hiring his first freelancer and eyeing iOS. PetPal AI proves: In the AI era, weekends are the new startups. Got an idea? Grab your free tools—what’s stopping you?

Want to build your own? Reyes open-sourced the base repo on GitHub: [github.com/jamiereyes/petpal-ai]. Fork it and ship!

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