Afia Labs · Field Guide № 1 · Now on Amazon

From idea to income with AI apps.

The honest field guide to shipping a real consumer app with AI, from a solo builder who actually did it.

By Bridgette Owusu, founder of Afia Labs and builder of MemeScanr. Kindle ebook available now. Paperback and companion workbook in Amazon review.

Get the Kindle Paperback — coming soon Workbook — coming soon

Kindle is live. Paperback and workbook follow as soon as Amazon's print review clears.

Afia Labs · Field Guide № 1
A practitioner’s playbook

From Idea
to Income

with AI Apps
Build with AI. Own the outcome.
The honest playbook for shipping a real consumer app as a solo builder.
Written by
Bridgette Owusu
Afia Labs
afialabs.net
Dedication

For the builder who keeps almost starting.

The one who has fourteen ideas in her notes app and has shipped zero of them.

I wrote this for you because I was you.

And because I finally shipped.

v
Act I — Belief · Chapter 1

The Tuesday My
Camera Roll Broke Me

It was a Tuesday. I was trying to send a screenshot to a friend, just a dumb meme I had saved three months earlier, and I could not find it. I scrolled past forty-seven variations of the same selfie. I scrolled past a screenshot of a parking meter I did not remember paying. I scrolled past a video of a sunset that was probably beautiful but now just felt like a stranger.

I kept scrolling. My thumb started to ache. My phone said 14,823 photos. I closed the Photos app and opened Instagram instead.

That was the moment I had the idea for MemeScanr…

3
Act II — Reality · Chapter 14

Free users could put things into a container they could not open.

The code passed tests. The app did not crash. The code did exactly what I told it to do. And the user experience was still a betrayal.

Working is not the same
as trustworthy.

Your code can pass every test and still fail the user. “The code does what I told it to do” is not a defense when the user feels tricked.

187
Act I · Chapter 1
›
Think before you move on
What itch have you been scrolling past?
Not the one you think you should build. The one you cannot stop noticing.
Every chapter ends with one of these. If you cannot answer it, the chapter is not done with you yet.
23
Afia Labs · Field Guide № 1
“Working is not the same as trustworthy.”
— from Chapter 14

Bridgette Owusu shipped MemeScanr to the App Store as a solo builder, using AI tools throughout the process while staying firmly in the driver’s seat.

  • Inside
  • Find the itch worth building
  • The four-question filter
  • What Apple actually rejects
  • Pricing lessons builders learn the hard way
  • The post-launch emotional map

A practitioner’s playbook. Not a hype-cycle book.

01 · 06
Tap to flip
The System

Belief. Clarity. Execution.

Three products. One ownership-first system for builders who want to use AI without becoming a passenger to it.

📖
Step 1

The Book

The belief-builder. 19 chapters. Real stories from launching MemeScanr — Apple rejections, trust bugs, pricing experiments, the post-launch emotional arc nobody warns you about.

~41,000 words · ebook + print
📓
Step 2

The Workbook

The clarity-builder. 88 pages of prompts, worksheets, and decision tools that walk you from "I have an itch" to "I shipped a thing." Companion to the book.

88 pages · printable + digital
🎥
Step 3

The Course

The execution layer. Pre-recorded video lessons that walk you through the whole process with my voice. Templates, prompt pack, and the launch audit prompt included.

11 modules · launching after the book
Who It's For

For the builder who keeps almost starting.

Most books about building with AI are written by people who have read a lot of tweets and shipped nothing. This is not that book. I wrote it on the other side of four months of real shipping — twenty-seven builds, one Apple rejection, and one launch day that felt nothing like anyone had told me.

  • ✓
    The builder who keeps almost starting. The one with a notes app full of ideas and zero shipped products.
  • ✓
    The first-time solo founder. Building under her own name, no cofounder, no VC, no permission.
  • ✓
    The master driver in training. Who wants to use AI without becoming a passenger to it.
  • ✓
    The honest builder. Who wants the real story, the scars, and the receipts — not the highlight reel.
What's Inside

Real stories. Real frameworks. Real receipts.

Every chapter is anchored in a moment from building MemeScanr. No theory. No success porn. Just the work.

01

The Master Driver Framework

Why the relationship you have with AI matters more than the tool you pick. The passenger, the fighter, and the master driver — choose carefully.

02

The Real AI Workflow

The prompt template, question stack, AI session log, and rules of engagement I use every single day. Built for solo builders, not enterprise teams.

03

The Smallest Useful Version

Why MemeScanr v1.0 shipped with one feature. Why cutting features turned into launches I earned. The Feature Temptation Log you can steal today.

04

The Pre-Submission Audit

The 25-item checklist that has saved me from multiple Apple rejections. Plus the real one I got — guideline 5.1.1(iv) — and exactly how I fixed it in three days.

05

Pricing Like You Mean It

The anchoring staircase ($6.99 / $24.99 / $59.99). The two-trial strategy. The free-tier-that-wasn't-gated story that tripled conversion.

06

The Post-Launch Emotional Map

Week 1 elation. Week 3 doubt. Week 8 you forget you doubted. The letter to the builder you're becoming. The map nobody warns you about.

The Origin

The Tuesday my camera roll broke me.

It was a Tuesday. I was trying to send a screenshot to a friend, just a dumb meme I had saved three months earlier, and I could not find it. I scrolled past forty-seven variations of the same selfie. I scrolled past a screenshot of a parking meter I did not remember paying. I scrolled past a video of a sunset that was probably beautiful but now just felt like a stranger. I kept scrolling. My thumb started to ache. My phone said 14,823 photos.

I closed the Photos app and opened Instagram instead.

That was the moment I had the idea for MemeScanr. Not the pitch. Not the plan. Just the feeling: my phone is full of things I do not remember saving and will never look at again, and it is making me feel like a bad tenant in my own life.

Four months later, MemeScanr is in the App Store. I built it as a solo builder, with AI tools, while staying in the driver's seat the entire time. This book is everything I wish someone had handed me on the Tuesday it all started.

— Bridgette Owusu, Afia Labs

Get Field Guide № 1 on Amazon.

Kindle ebook available now. Paperback and companion workbook follow as soon as Amazon's print review clears. Royalties go straight to one solo builder, not a publisher.

Get the Kindle Paperback — coming soon Workbook — coming soon

Built with AI. Stayed in control. Owned the outcome.

The Full Set

Get all three on Amazon.

The book builds belief. The workbook builds clarity. The Kindle is the read-anywhere copy. Buy them as a set, or pick the one that fits.

Paperback

From Idea to Income with AI Apps

6 × 9 trade paperback. The flagship.

Coming soon
Kindle ebook

From Idea to Income with AI Apps

Read on any device. Live now.

Get on Kindle
Companion workbook

The AI App Builder Workbook

88 pages of prompts, scorecards, and decision tools.

Coming soon

Tip: once the paperback is live, Amazon's MatchBook program lets paperback buyers add the Kindle for $0.99 — the closest thing to a real bundle Amazon offers KDP authors.

Questions

Everything you might be wondering.

Where can I buy it?

Amazon — paperback, Kindle ebook, and the companion workbook (paperback). Use the buttons above. The course is in production and will be announced separately.

What does it cost?

Set on the Amazon listings. Each format is priced independently — buy the one that fits. Workbook readers tend to also buy the book; book readers don't always need the workbook.

What format is the book?

6 × 9 in trade paperback (Amazon print on demand) and Kindle ebook. The workbook is also a 6 × 9 paperback designed to be filled in. The course will be pre-recorded video lessons when it launches.

Why three products instead of one?

The book builds belief. The workbook builds clarity. The course builds execution. Each format does a different job, and together they take you from "I have an idea" to "I shipped a thing." You don't have to buy all three — start with what you need.

Is this for me if I'm not technical?

Yes. The book is stack-agnostic. It teaches the relationship between you and AI, not the syntax of any specific framework. If you have an itch you can't stop noticing and a willingness to learn as you build, it's for you.

Can I get just the book without the bundle?

Yes. The book stands alone. The bundle is for people who want the full system — book + workbook + course. You can also start with the book and upgrade later.

Who is Afia Labs?

Afia Labs is a small software studio founded by Bridgette Owusu. We build consumer tools (like MemeScanr) and now learning resources for solo builders. Our principles: on-device by default, voice as design, ownership-first.