AI practice coach for coding interviews

Practice with an AI coach that keeps up with you.

Whisper-Line reads the coding challenge, follows your code, listens to your questions, and gives you real-time hints and solutions while you practice.

Full-feature trial Windows app Local speech transcription Then $35/month
Practice challenge

Two Sum

Given an array of integers, return the indices of the two numbers that add up to the target.

1def two_sum(nums, target):
2  seen = {}
3  for i, n in enumerate(nums):
4    need = target - n
5    if need in seen:
6      return [seen[need], i]
7    seen[n] = i
8  # O(n) time · O(n) space
Private Display
Listening
HINT

Think about what value you need to find for each number. Can one lookup replace the inner loop?

Your question
“Can I do this in one pass?”
Challenge + code + voice — one context
A two-and-a-half-minute tour: your resume turned into answers, technical questions, and a problem read off the screen — with hints that follow your code and your language. Plays here, nothing loads from anywhere else.
It follows the whole practice sessionChallenge, code changes and spoken questions stay in context.
Guidance where you want itUse a second monitor or a phone on the same network.
Your audio stays localSpeech is transcribed on your own computer.
6 reasons to try it

Less stopping. More realistic practice.

Whisper-Line is built to stay with the flow of a coding session instead of making you constantly copy, paste, explain, and re-explain.

01 · Strongest benefit

It understands what you’re working on — while you work.

Whisper-Line can read the challenge from your screen, follow your current code, and listen to the question you ask. That means the AI gets the context without breaking your practice flow.

Practice the conversation, not just the final answer.
01 class Solution:
02  def maxProfit(self, prices):
03    left = 0
04    right = 1
05    while right < len(prices):
06      # your approach stays in context
AI has context
Challenge Best Time to Buy and Sell Stock
Current code Two-pointer approach detected
You asked “Why do I move left here?”
02 · Full-solution coach

A solver that starts from your approach.

The auto-solver keeps a complete solution ready, follows your code and variable names, explains the approach, and includes complexity — replacing your approach only when it cannot produce a correct answer.

Learn from the code you were already trying to write.
Solution · PythonUpdated from your code
01 def two_sum(nums, target):
02  seen = {}
03  for i, n in enumerate(nums):
04    need = target - n
05    # fixed: check before storing
06    if need in seen:
07      return [seen[need], i]
03 · Ask naturally

Talk through the problem. Ask out loud.

Whisper-Line listens for questions and direct requests like “walk me through this.” Follow-ups can continue the previous answer, while your normal narration can stay out of the way.

Practice explaining your thinking under pressure.
LIVE TRANSCRIPT
“Why does a hash map make this O of n instead of O of n squared?”
Because each lookup is constant-time on average. You replace the inner search loop with one hash-table lookup per element.
04 · Private Display

Keep hints on a second screen or your phone.

Open the live display on another monitor or a device on the same network. Hints, answers, transcript and code can stay visible in a dedicated practice view.

A clean workspace with guidance beside it.
MAIN WORKSPACE
for i in range(len(nums)):
  # focus on your code
HINT
ANSWER
05 · Privacy by mechanism

Your speech is transcribed on your computer.

Mic and system audio are processed by local speech models. Your audio never leaves your computer. Only text goes to the hosted AI: the transcript, and the screen text when Capture screen is on.

Practice without uploading your raw audio.
Local speech-to-text
audio stays on this PC
06 · Lowest-friction reason

Try the full experience before paying.

The free trial includes the full product without a payment card. If it helps your practice, it is a flat $35/month after that.

No card required to see whether it works for you.
Start free.

Read the challenge. Follow your code. Ask questions. Use the second display. Decide after you’ve tried it.

Create free account →
Simple flow

From challenge to feedback in three steps.

1

Open a practice problem

Whisper-Line can read the challenge off the screen with its own downloaded screen-reading model, or you paste the challenge in.

2

Code and talk normally

It follows your current code and can react to spoken questions or requests as the session changes.

3

Use hints, then solve it yourself

Keep guidance on the display, study the reasoning, and build the pattern recognition you want in the real interview.

Transparency

Three things worth being plain about.

Data sent

Your audio is transcribed on your own computer — it is never uploaded. Only text is sent to the AI: the transcript, and the screen text when Capture screen is on.

  • Your microphone audio never leaves your machine, on every plan
  • Capture screen is a switch you control — off by default
  • Screen text is only sent while Capture screen is on

Built for practice, and honest about it

Whisper-Line is built for practice, learning, and permitted AI-assisted work or evaluations. Mock interviews are a primary use case — plus solo practice against a timer and code-review drills.

It does not hide windows, defeat proctoring, or execute your code — none of that is in scope, and none of it is planned. You confirm what you are using it for once per sign-in.

No cookies. No analytics. No tracking on this site.

This website sets no cookies and loads no analytics. The app keeps its logs, settings and downloaded speech and screen-reading models in a folder on your own machine. Read the privacy notice.

Your next coding interview should feel familiar.

Practice the challenge, the explanation, the follow-up questions, and the pressure — with an AI coach that stays in context.

Try Whisper-Line free →

Full-feature trial · No card required · Then $35/month · Windows 10 & 11

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