A little more clarity. When it matters.

Your next interview.With Margin.

Stay in the conversation. Let your AI companion
help with the questions, the context, and what comes next.

Download for free See it in action

Free beta · macOS · Apple Silicon

The interviewer

Tell me about a challenge you faced at work.

MarginA starting point

Give your answer a simple structure:

The situation. Set the scene and explain what was at stake.
Your approach. Walk through the steps you personally took.
The outcome. Share the result and what you learned.

Keep it specific. Make it yours.Context aware

ListeningYour space to think.

Try a conversation

Different roles. Same companion.

For the next step in your career.

DesignEngineeringMarketingProductAnd you.

Less searching.
More conversation.

Margin is an AI interview assistant for macOS on Apple Silicon. It helps with spoken questions, screenshots, and your own context, with extra tools for developers.

Hear the question.
Find your starting point.

Spoken questions become text. Get a clear starting point for your own answer, right beside the conversation.

Keep the context.

Your experience, your notes, your conversation. Give each answer a relevant starting point.

See the whole picture.

A question on your screen? Bring a screenshot into the conversation.

Bring your experience.
Leave a little room for clarity.

Make it your conversation.

Choose a role and a question. Explore a starting point for your own answer.

Scripted example

Choose a question

A question is only the beginning.
Your experience gives it context.

The interviewer asks

Tell me about a challenge you faced at work.

a clear starting point

Find the relevant context

Your own experienceA decision you made

Your answer, in your words

Give your answer a simple structure:

The situation. Set the scene and explain what was at stake.
Your approach. Walk through the steps you personally took.
The outcome. Share the result and what you learned.

cache.tsTypeScript

// A small detail. A useful discussion.
async function getUser(id: string) {
  const cached = await cache.get(id);

  if (cached) {
    return JSON.parse(cached);
  }

  const user = await db.users.find(id);
  await cache.set(id, user, { ttl: 300 });
  return user;
}

Project contextRead. Understand. Explain.

What are the trade-offs here?

Start with cache invalidation, stale data, and what happens when the cache is unavailable.

An illustrative technical interview example.

Built with developers in mind

A little extra.
For developers.

When the conversation gets technical,
your companion can go a little deeper.

Talk through the code.

Explore an approach, explain a concept, or reason about the trade-offs.

Bring your project.

Add project context for questions about the code and architecture you know.

Give the question a picture.

Use screenshots to discuss code, diagrams, and what’s on your screen.

Try the developer example

Make room for
your next chapter.

A companion on your desktop.
A little support for the next conversation.

Download Margin.

Get the free beta for your Mac.
For macOS on Apple Silicon.

Make it yours.

Connect your own AI provider or CLI, then add your experience and project context.

Start the conversation.

Let Margin listen, follow the question, and help you find your words.

Now in beta

Your next chapter.
A little more clarity.

Meet your new interview companion.
Download the Margin beta for free.

Download for freemacOS · Apple Silicon · v0.8.0

Good questions.

A few things
to know.

What is Margin?

Margin is an AI interview assistant for macOS on Apple Silicon. It helps with spoken questions, screenshots, and your own context, with extra tools for developers.

Who is Margin for?

Anyone preparing for or taking part in an interview. Margin helps with questions across professions, with extra tools for developers working with code, screenshots, and project context.

Is Margin free to download?

Yes. Margin is currently in beta, and the beta installer is free to download.

Which platforms are supported?

The current beta is available for macOS on Apple Silicon. The download on this page is the Mac installer.

What can Margin help with?

Spoken interview questions, explanations, screenshots, and answers informed by your context. For developers, it also supports discussions about code and project architecture. AI answers can make mistakes; use your own judgment.

What do I need to get started?

Download the installer for your Apple Silicon Mac, then connect your own AI provider using an API key or a supported CLI. The free beta download does not include AI provider usage.

Is this a finished release?

Margin is an early beta. Features and the experience are still being refined, so you may encounter rough edges.