The Take-Home Is Not Dead Yet — Here's How to Win One

Take-home assignments are increasingly contested. Some companies have dropped them because they're easy to outsource. Others have leaned in, treating the take-home plus a follow-up review as the most signal-rich round in the loop. If you're handed one, it's worth doing well — but well doesn't mean what it used to.

What reviewers actually look at

• How you scoped the problem — the README is read first.
• How you structured the project — folders, modules, naming.
• How you tested — what you chose to test, not how much.
• How you communicated — commit messages, comments where they matter, a clear explanation of trade-offs.
• How you handled what you didn't have time for — explicit, not hidden.

Spend a third of your time on the README

The README is the single highest-leverage artifact you produce. It frames every code review choice the reviewer is about to make. A good README explains the problem in your own words, the trade-offs you considered, what you built, what you skipped and why, and how you'd extend it. Reviewers will forgive a lot of ugly code if the README convinces them you knew exactly what you were doing.

Tests are signal, not coverage

You don't need 100% coverage. You need to test the thing that would break in production — boundary conditions, the unhappy path, the integration seam. A small, sharp test suite tells the reviewer you have judgment. A bloated suite of getter/setter tests tells them you're padding.

Treat the follow-up as the real interview

If there's a code review call afterwards, the take-home was just the artifact. The conversation is where the decision gets made. Be ready to explain every choice, defend the trade-offs, and propose what you'd build next if you had another week. The follow-up is also where AI-assisted submissions get caught — if you can't speak to your own code line by line, the reviewer notices fast.