Owning a product from sketch to the App Store

I'd tried dozens of goal and habit apps and kept hitting the same wall: habit trackers didn't connect to larger goals, and goal-setting tools felt like project management software. They treat goals as todo items and habits as streaks, and miss the connection between the two.

For a neurodivergent brain the failure mode is sharper. Generic systems don't stick. What works is visual and motivating, breaks a big goal into small activities you can actually finish, and stays simple enough to open every day. None of the apps I tried managed all of that at once.

Rather than wait for someone else to build it, I decided to design and ship it myself, using AI-assisted development to move at a pace that would have been impossible for a solo designer a few years ago.

I wore every hat: researcher, designer, developer, and product manager. The key was using AI tools to compress timelines without cutting corners on design quality.

I started by auditing the competition, mapping each app's strengths and blind spots to find where Motivist could carve out a distinct position. The insight: most were strong on either habit tracking or goal setting, but none bridged them with a visual, motivating interface that helped people identify and focus on small steps every day.

AI here was a development accelerator: it did the building while I did the design, and that division of labor is what let one person ship a real product.

Acting as design director with Claude Code as the developer, I sprinted on features in hours and built Claude skills for planning, design-system maintenance, documentation, and testing. Direction occasionally needed a minimal artifact, and I ran the cycles the way you would an Agile or Lean project. The comp above was the only visual produced for design, other than production graphics for the logo and the illustration on the home screen.

Four calls shaped what Motivist became at launch.

I've built multiple projects with generative code. Here's what building a solo product for the App Store taught me about building and shipping with AI tools.