Introducing the Neural-Purge™ Sleep Siphon: Version 2.0 (Beta), with @doodles AI in their lab.
Why face your demons when you can outsource them to premium aquatic hardware?
put your imagination to the test.
Doodles AI creative competitions start now.
round 1: CONTRAPTIONS
QT this post with your submission to enter.
details ↓
Introducing the Neural-Purge™ Sleep Siphon: Version 2.0 (Beta), with @doodles AI in their lab.
Why face your demons when you can outsource them to premium aquatic hardware?
I vibecoded an app that lets students practice for JAMB but in a gamified environment
About 2 million applicants yearly
In 2025, only 6.08% scored 250+
In 2024 it was 4.2%
In 2023 it was 3.73%
About 75% score <200 yearly
Current teaching methods aren't keeping up. In 2026, students are losing the attention battle against digital friction.
We’re stuck in stagnant systems that ignore AI’s potential to boost learning efficiency, creating a gap between how students study and how the world actually works
Here's a quick demo of the app, let me know what you think in the comments
compounding learning is real.
you don’t see it daily.
you don’t see it weekly. but year after year, it stacks.
day 1: you barely wire an led.
day 100: you’re debugging a pcb.
day 300: you’re running inverse kinematics on a 6-dof arm.
day 600: you’re designing custom gearboxes.
day 1000: you’re leading projects that once felt impossible.
knowledge compounds just like money.
the trick is: don’t stop the deposits.
every small tutorial, every bug you solve, every late-night experiment; they add up.
the danger?
most people quit before the curve bends upward.
stick around long enough,
and you’ll realize compounding learning turns you into someone unrecognizable from who you were.