The Dad Problem
THE_PROBLEM: THE_RIGID_LOOP
We tried the legacy repetition systems, the ones where you grind through 50 near-identical paper problems every day. They are effective, but they are unyielding (and hated). These systems are designed for a "standard" learner; they are hard to pivot when a child hits a specific wall, and the feedback loops are incredibly long. By the time a worksheet is marked a few days later, the moment of learning has already gone cold.
I wanted the undeniable benefit of repetition, but without the low-touch rigidity.
THE_INSIGHT: SMART_REPETITION
I realized I didn't need to go back to school for Computer Science to solve this; I just needed to define the "sense" of the system.
I wanted to keep the discipline of repetition but add a high-touch feedback loop. By letting AI handle the heavy lifting of the code, I can focus on the adaptive logic: how the app pivots when it senses a struggle, how it gives instant, meaningful feedback, and how it provides a structured sense of progress that feels like a journey rather than a grind. I'm not "coding" in the traditional sense—I'm directing a mentor.
How Time Kills Knowledge
Linear vs. Spiral learning over 12 weeks
Old way — one subject at a time
Focus shifts at Week 6. Stopped practising Addition — the skill decays immediately.
Tutorroo — spiral rotation
Subjects rotate constantly. Both skills cross "Solid" together and hold.
THE_LOG: LEAVING_BREADCRUMBS
A polished app usually hides the mess it took to get there. Quiz Tales is where I’m keeping the mess visible.
This isn't a roadmap; it's a journal of the false starts, the trade-offs, and the moments where a feature only became "good" after my son told me it was rubbish. I’m not trying to scale to millions. I’m just trying to build something that works for two kids.
Next_Action: Connecting the first "Vibe-Coded" scoring engine.
Vibe: 🕯️ Nostalgic / Determined