Practice out loud. Get scored on what you actually said.
QuestionVPC & Network Cost Optimization: How do you architect a multi-account AWS or Azure environment to reduce NAT Gateway and cross-AZ data transfer costs by 90% without sacrificing high availability for outbound traffic?
Tap to answer out loud
Pacing, structure, fillers and delivery, scored from your real voice. No account needed, and audio stays on your device.
Question bank · DevOps & Cloud
20 real DevOps interview questions.
FinOps, Kubernetes, CI/CD, AI infrastructure and SRE — the exact prompts, not a summary. Pick one and answer it out loud; the coach scores what you actually said. No account needed.
20 questions · 5 tracks · 15 seconds minimum
How it works
Pick a set
A question bank or your own prompt. Interviews, exams, pitches, everyday meetings.
Answer out loud
Record against the clock with the panel listening. Mic only, or camera on for presence metrics.
Get scored & coached
A breakdown of content, pacing, delivery and body language — with tips timed to your answers.
What the coach scores
3 of these are computed from your recording — word counts, pauses, filler rates — and the rest are judged from the transcript. Each one says which it is, because a model’s opinion dressed as a measurement is worth nothing to you.
- Pacing & Rhythm — Speaking rate and whether your pauses sound deliberate rather than hesitant.measured
- Structural Flow — Whether the answer has a shape a listener can follow — STAR, or a clear spine.coach
- Filler-Word Density — How often you reach for “um”, “like” and “you know” per 100 words.measured
- Persuasive Tone & Confidence — Authority and warmth in the voice, as opposed to reading the words off a page.coach
- Directness & Conciseness — Answering the question asked, without hedging into a corner.measured
- Facial Expressions & Body Language — Presence on camera. Scored only in video mode.video only
- Structure0
- Pacing0
- Tone0
"You said ‘um’ 6 times in answer 2 — open the next answer with a two-beat pause before your first point."
The rest of the gym
Recording yourself is the easy half. These are the parts that make the next interview go differently.
Prep for a named role
Give it a company and a job title. You get a two-to-four week roadmap weighted to what that loop actually tests, ordered by the axis you score worst on.
A three-minute drill, daily
One focused prompt a day — the gratitude pivot, the 30-second pitch. Streaks and a weekly board make it something you keep, not something you start.
A tutor before you record
Brainstorm your bullet points with an assistant that pushes you to structure the argument — and deliberately refuses to write the speech for you.
Scrub to the moment
Every note is timestamped. Jump the audio straight to the second the filler word landed, rather than hunting for it.
Start with a free practice run
No account needed to be coached. Sign in only if you want your session history synced across devices.
Practice free7 question banks · 6 scored dimensions · audio stays on your device
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