Free during beta · voice included

Spar with an AI interviewer.
Not a static question bank.

Sparlog is a technical interview trainer that talks back. Explain your reasoning out loud, write real code, and get scored on clarity and correctness together — like an actual interview, not a quiz.

No credit card required · 3 free sessions a month, always

What Sparlog actually is

Not a coding-problem site. Not a resume tool. A training log for the conversation part of interviews — the part practice sites skip.

Talk it through

Answer out loud like a real interview. Sparlog transcribes and follows up, just like a human interviewer would.

Code and explain together

Write code in a real editor while narrating your approach — scored as one answer, not two separate steps.

Track your reps

Every question is a rep. See your clarity score trend over weeks, not just pass or fail on one attempt.

How it works

1
Pick a track

JS fundamentals, React, Node backend, or system design basics.

2
Answer live

Speak or type your answer while writing code in the built-in editor.

3
Get scored, not just graded

Feedback on correctness and clarity, plus a follow-up question that adapts to your answer.

4
Build your streak

Come back daily. Your rep count and clarity trend carry across sessions.