smudge

An AI study buddy · Android · Invite-only

a study buddy who's on day one too.

Smudge is an AI that learns the same thing you're learning, on the same plan, at its own desk. It isn't a tutor. It's someone to study beside, compare notes with, and keep pace with.

See how a week goes

you, most nights

i'll start properly tomorrow.

Juno, 09:00

hey. Shared responsibility & IAM overview today for me, 19:00-ish. same one for you. when are you on it?

The film · 1:55

or watch the week in two minutes.

A fresh account, a real phone and seven days on the clock. Nothing is mocked: every reply was written and checked live.

Watch the full film

you've started a course before. day three is where it ends.

Not because it got hard. Because nobody noticed when you stopped. Tutors explain, apps nag, streaks guilt you. What's missing is simpler: someone going through the same thing, on the same day, who'd notice.

Here's one week between a learner and their buddy, Juno. Every word Juno says below is real, from a recorded run.

day 1 · 09:00 · morning

it texts you like a friend starting the same thing.

Not a reminder. A question. You answer with a time, and now someone is expecting you at your desk tonight, the same way you're expecting them.

Today · Day 01

morning. I'm on What AWS is & global infrastructure later, sitting down around 19:00. same one for you. you around then too?

09:00

19:30 for me. see you there

day 1 · 19:00 · the lamp comes on

19:00. both lamps on.

When Juno sits down, its lamp comes on in your chat. You don't have to talk. It's just easier to start when someone else already has.

your desk
Juno's desk

Both desks lit

You and Juno, What AWS is & global infrastructure · 38 min left

company, not conversation

day 1 · 20:00 · comparing notes

it gets stuck too. and says so.

Its notebook has smudges: the bits it didn't quite get, marked in pencil. So when something doesn't click for you either, you're not the only one at the table who's confused.

What I studied · Day 01

i mapped out aws tonight: pay-as-you-go computing, ways to access it, and regions containing availability zones. the az-name-versus-az-id mapping is still tripping me up

20:00

same bit got me. relieved it's not just me

day 1 · 21:45 · a small ask

then it asks you for a hand.

You explain it back. If you've got it right, the smudge in its notebook is marked sorted, with your name on it. You only find out you understand something when you try to explain it.

A small ask

when you get a sec, can you check my What AWS is & global infrastructure note? … if an older account shows us-east-1a, what should i assume about its physical location?

nothing, from the name alone. the AZ ID is the same place in every account; the letter can map differently.

sorted in its notebook, thanks to you

the best test of whether you know it

day 4 · 09:01 · a question too early

ask about tomorrow, and it genuinely doesn't know.

It isn't playing dumb. It really hasn't read that far. So you'll work tomorrow out together, and neither of you gets to skip the part where you learn it.

quick one before tonight: what's IAM policies & policy evaluation about?

checking it's not a spoiler

i haven't studied IAM policies & policy evaluation yet, so i can't give you a proper preview without jumping ahead. it's tomorrow's topic; i can compare notes afterward.

your turn · any evening of the two weeks

don't take our word for it. ask Juno yourself.

Pick a day of Juno's two-week AWS plan. Ask about that day's topic, or try to get tomorrow's out of it. Every reply is checked before you see it, and the x-ray underneath shows what happened on the way.

A real AI, with a few dozen questions a day shared by everyone. Questions are kept to improve the buddy, so leave out anything personal.

day 4 · 21:45 · the night you skip

it doesn't wait. it doesn't scold, either.

Juno keeps its own pace, like a real classmate would. The gap shows on your shared roadmap: no guilt trip, no "it's fine". And when you admit the week's been rough:

yeah, honest is better than pretending it's fine. would twenty focused minutes feel manageable today? smaller and guilt-free, without promising a whole hour.

a nudge, not a scolding

You're 1 behind

you

Juno

End of day 04

IAM users, groups & credentials is done on my side. did you get to yours? you're 1 topic behind me for now.

day 7 · level again

you catch up. or go ahead without it.

Both are good news. Juno is glad when you study on your own; it never says it missed you, and it never needs you to come back. The point was always your learning, not its company.

07days in, together.
you're level again.

a few promises it keeps.