Faster, steadier lessons — fewer waits between periods
aime now generates lessons more quickly and behaves more predictably across the week, so a Monday morning plan feels the same on a Thursday afternoon. No new buttons to learn — just less waiting and more trust.
If you've ever stared at a loading spinner between Period 2 and Period 3, this update is for you. Over the last few weeks we've quietly tuned the parts of aime that build, sequence and adapt your lessons. The result is a system that hesitates less, remembers more, and behaves the same way on a tired Friday as it does on a fresh Monday.
In practice, this means a unit you generate now usually appears in the time it takes to wipe the board down. It also means the lesson you saw at lunchtime is the lesson you'll see at the start of last period — no mysterious reshuffles, no objectives that quietly changed, no surprises in front of thirty students.
We've also made aime better at holding onto context across your week. It remembers what you taught yesterday, what your class struggled with, and where you said you wanted to slow down. You don't have to re-explain your group every time.
Nothing on the screen has changed. There are no new menus, no new settings to learn. You'll just notice the friction has dropped — and the quiet trust you build with a tool that's there when you need it, every period, every day.