Skip to main content
prepr

The AI practice partner for interviews, pitches and talks

Don’t wing it. Prepr it.

Practice that talks back,
out loud.

  • Asks the follow-up, not just the first question

  • Hears every word and writes it down as you said it

  • You set the pressure, and can change it mid-session

Transcript

InterviewerYou cut p95 latency 40% on the ingest service.

YouWe added tracing first. The slow part was the serializer, not the database.

InterviewerWhat did you rule out?

Say it out loud

Prepr helps you before, during and after the big moment.

Before

Start from what you’ve actually done

Upload a resume or your notes. Prepr pulls out the claims and checks them with you first, so every question is about your real work. Nothing gets invented.

Resume
  • Ingest service · p95 −40%
  • Tracing across the request path
  • “Led a team of six”

Nothing gets invented.

In the room

The question after the question

Answer out loud, by voice or on video. Prepr listens, follows up where an answer gets thin, and lets you pause or interrupt whenever you need to.

Follow-up
Asked

You cut p95 latency 40%. What did you measure?

Now asking

What did you rule out?

Queued

What happens at 10× load?

After

Feedback pinned to what you said

See what landed and what didn’t, attached to the exact sentence. Then retry one question instead of starting the whole thing over.

Debrief
“We added tracing first.”
Strong

Named the metric and what you measured first.

Next

Say what you ruled out.

Retry this one question · 2 min

Pressure

Heat you control

Pressure
Supportive

Start with the problem.

Standard

How did you decide?

Pressure

Measured how? At 10× load?

Nerves are normal.
Rehearsal is rare.

60%

felt less anxious after one session.

80%

said it helped them prepare.

#1

ask was more control over difficulty.

From Virtual Interviewers, Real Results, a study of 20 CS students (arXiv, 2025). Prepr wasn’t part of the study.

Features

Built for how you actually prepare

Start practicing

Try the debrief yourself

Pick a sentence from a sample answer and see the feedback attached to it. Then write a stronger version right here.

Prepr / Session debriefBackend concurrency · Sample session

Your answer, in context.

Question 03

“What changed when you made the health checks concurrent?”

Candidate02:14—02:38

Select a sentence to see what it did for your answer.

Illustrative feedback, not an assessment of your work.One question. One stronger answer.

Not just interviews

Pitches, presentations and speeches get their own practice: a prompt, one rule to work on, a minute of talking, and the number you’re trying to move.

Speaking · Pitch · Example0:47

Pitch your project to someone who has never heard of it. One minute.

Today’s rule

No hedging. Say “we will”, not “we might”.

4.1hedges a minute last time
2.0what you’re aiming for

Questions you’ll hear

Hear it here first

No more rehearsing in your head.

The questions that trip people up are the ones they’ve never answered out loud. Say them here, where it doesn’t count.

  • Tell me about a time you disagreed with your team.
  • Walk me through the pitch in two minutes.
  • Why that approach, and not the obvious one?
  • What’s the ask?
  • How did you measure that?
  • What would you do differently?
  • What happens at ten times the load?
  • Why should we fund this?
  • What did you rule out?
  • Who disagreed, and how did you handle it?

Before you start

Is this LeetCode practice?

No. Prepr is the talking half: behavioral rounds, project deep-dives, pitches and talks.

Two class projects and a hackathon. Is that enough?

Yes. Anything you’ve built has decisions and trade-offs to talk through. Nothing gets invented.

What do I need?

A Prepr account, a microphone, and for interviews a resume (PDF, DOCX or text) and a target role.

How hard is it?

Pick Supportive, Standard or Pressure, and change it mid-session.

Is it recorded?

Recording is off by default. Keep the transcript, and delete the session whenever you like.

Go in warmed up

Your first session takes a few minutes and a microphone. Walk in having already said it once.