An idea pops into your head. You talk it through, ask one AI to turn it into instructions, and hand those instructions to another AI that builds the app. Soon something that existed only in your imagination starts moving on a screen.
What if the most enjoyable part isn't launching the finished app? What if it's watching the thing come into existence?
One hobbyist describes getting a working prototype together in roughly two days. That's a personal example, not a guaranteed development timeline or a claim that the result needs no testing. The surprising detail is how little manual coding the person has to do.
The human pitches. The AI builds. Everyone has a very unusual job description
The workflow is simple: speak an idea aloud, let a conversational assistant such as ChatGPT organize the requirements, then pass the task to a coding assistant such as Claude. The human checks the result, changes direction where needed, and comes up with the next feature.
Imagine a little illustration gacha: press a button and receive a random picture. The human says, “The draw needs more suspense,” then, “Can you make me want another turn?” AI handles much of the implementation.
It sounds like the world's most enthusiastic boss delegating everything. But the crucial decisions—what is worth making, what feels fun, and what needs changing—still belong to the person. Doing less typing doesn't mean doing less creating.
Why anxiety can fade while you're making something
When an idea becomes a visible result, attention has somewhere compelling to go. Worries may feel less prominent, and time may seem to pass quickly. This resembles aspects of “flow,” the deeply engaged state studied in psychology, though one person's story cannot establish a scientific diagnosis or measurement.
There's an important distinction: enjoying deep focus does not automatically mean being unable to stop. Here, speaking the idea and handing off implementation actually makes it easier to leave the task and return later. Being absorbed and being trapped are different experiences.
Nor does a temporary drop in worry prove that creative hobbies treat an anxiety disorder. The immediate experience is valuable without overstating what it proves.
You're not turning off your brain. You're choosing what it works on
Holding specifications in memory, writing task lists, managing details and producing code all take effort. Researchers call shifting some mental demands onto external tools “cognitive offloading.” A reminder on your phone is a familiar example; AI-assisted building takes the idea further.
The human still chooses the concept, evaluates surprises and decides what deserves another iteration. The mental work changes shape.
Self-determination theory also highlights autonomy and competence as important to motivation. Choosing your own project and seeing your decisions work can be satisfying in their own right. That is more precise than attributing every good feeling to a mysterious surge of self-esteem.
The prototype is a souvenir. The creative loop is the attraction
“Could this work?” becomes “It works!” becomes “Wait, what if we add this?”
Traditionally, each round might involve long stretches of implementation. With capable AI tools, some rounds become much faster. The thrill isn't necessarily owning another app. It's the quick conversation between curiosity and reality.
The human throws another idea into the machine. The machine produces a new screen. The human laughs and immediately asks for one more change. At this point, the coding assistant might reasonably request a vacation.
A low-data app still needs basic security
A gacha that requires no account, name or uploaded photo can minimize the personal information it collects. That helps. But server logs may still contain IP addresses, advertising partners may process identifiers, and development credentials can leak if they are mishandled.
Keep personal projects on personal accounts and equipment, separate from work systems and confidential files. Review generated code for exposed keys, unnecessary permissions and basic functionality before publishing. “We don't ask for names” is a good start, not a security audit.
So what's the real hobby?
Maybe it isn't programming. Maybe it's turning spontaneous ideas into things you can see and play with.
The human imagines; one AI organizes; another AI builds; the human watches, laughs and imagines again. The app is real, but the ongoing transformation is the entertainment. The illustration gacha is fun to spin. The bigger prize may be getting to spin the idea machine in your own head.
Sources: Risko & Gilbert, “Cognitive Offloading” (2016), https://doi.org/10.1016/j.tics.2016.07.002 ; Self-Determination Theory, https://selfdeterminationtheory.org/the-theory/ ; Lu et al., flow research (2025), https://doi.org/10.1007/s00426-025-02128-x
