// for people who build with LLMs & agents

You learned it.
Then you forgot it.

Edshaala keeps your AI-engineering skills sharp with five minutes a day of AI-graded practice — and shows you exactly what's fading before it's gone.

Free at launch · one email when it opens · no spam

You're on the list. We'll email you once when Edshaala opens — nothing before that.

retention over time

Practice changes the shape of memory.

without review — ~90% gone within a month with daily reps — kept sharp

THE PROBLEM

Every skill has a half-life.

Without review, you lose roughly 40% of what you learn within days and close to 90% within a month. And in AI engineering the ground shifts weekly — last quarter's best practice is already deprecated. You're not bad at learning. You're just fighting forgetting with no system.

HOW IT WORKS

A coach in your pocket, five minutes a day.

Tell us what you build

RAG, agents, evals, fine-tuning, serving. Edshaala maps it to a living graph of the skills underneath.

Do your daily reps

Five minutes. 70% quick recall, 30% applied challenges that actually run your code. Every rep AI-graded with feedback.

See what's fading

Your knowledge profile tracks decay per skill and resurfaces the right thing at the right moment — before it slips.

WHY IT'S DIFFERENT

Not flashcards. Proof you can still build.

// skill, not trivia

Applied, not memorized

Challenges run your code and check it works. We verify you can still do the thing — not just recognize it on a card.

// a living credential

Re-proves itself

Your profile shows skills you've re-verified over months. "Passed once" is worth less than "can still do this today."

// never stale

Always current

Courses rot. Edshaala tracks what shipped this week and keeps your practice pointed at what's real now.