Interview Prep
Five questions, chosen from the job post and the gaps in your resume. You answer each one out loud on camera. ASAI transcribes what you said, scores it against a rubric, and gives you a report you can act on before the real interview.
Practice interviews come with the 60-Day Pass, on any job.
Senior Backend Engineer, Platform
Spanwise · Bengaluru · Practice interview
Readiness
A strong showing — you would hold your own here.
Q1 Describe a time you had to explain a complex technical trade-off, like throughput versus latency, to non-technical stakeholders or product managers.
2 filler words · 158 words a minute
Q2 Tell me about a time you had to make a significant schema change to a live, highly active relational database without causing downtime.
2 filler words · 153 words a minute
Q3 Tell me about a time you had to implement rate limiting or tenant isolation to prevent one noisy customer from degrading the experience for others.
1 filler word · 160 words a minute
Q4 Tell me about a time you reviewed a teammate's design document and found a significant flaw. How did you communicate this and guide them to a better solution?
4 filler words · 153 words a minute
Q5 Scenario: We are moving our ingestion pipeline from hourly PostgreSQL batches to Kafka streaming. Walk me through how you would design the back-pressure and dead-letter handling for the new Kafka consumers.
7 filler words · 148 words a minute
Key skills from the job
How it works
The example post leads with a move to Kafka and the resume has no Kafka, so question 5 was a Kafka design scenario. Every interview is built the same way, for its own job.
Check your camera and microphone, then take 30 seconds to think and up to 3 minutes to answer each question. One re-record per question is allowed.
Each answer is scored on the criteria that question tests, checked for situation, task, action and result, and quoted back to you with the evidence highlighted.
A readiness verdict, strengths and fixes, your pace and filler words per answer, which of the job's key skills your answers proved, a stronger sample answer and extra practice questions.
The candidate scored 93 explaining a technical trade-off to a product manager, and 45 on the Kafka scenario, where the report marked Kafka as not demonstrated and named the exact fix: how to pause consumption for back-pressure and manage offsets during retries. The filler words climbed from 2 on the first answer to 7 on the last. That is the kind of weak spot worth finding in practice.
Questions come from the job post, so a backend role gets backend questions on design, trade-offs and the team's real work, alongside the behavioural questions every interview has. You practise saying it out loud, which is the part reading alone cannot train.
Every answer's video is in the report, next to its transcript and score. Practise the same job again to see your readiness score move, and pick up an unfinished interview where you left it.
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