Category
Technical Prep
Backend System Design Interview: Scope Before Scale
A backend system design interview is won by scoping: clarify requirements, set the contract, then discuss scale after the shape holds.
September 9, 2026
Machine Learning Interview Basics: The Fundamentals That Decide Rounds
Machine learning interview basics: bias and variance, evaluation choice, and explaining a model plainly beat naming advanced architectures.
August 29, 2026
Data Structures Whiteboard Interview: Data Structures on the Whiteboard: Pick the Right One Fast
Whiteboard data structures: match the needed operation to the right structure, justify the choice aloud, and avoid the default everyone reaches for.
August 22, 2026
SQL Window Functions Interview: SQL Window Functions in Interviews: The Round That Trips People Up
SQL window functions in interviews: master partition and order, know the GROUP BY difference, and practise the three patterns that appear most.
August 12, 2026
API Design Interview: API Design Interview: How to Structure the Round
An API design interview is won by structure: clarify consumers, set resource boundaries, handle errors and versions, and narrate the trade-offs.
August 4, 2026
Coding Interview Time Management: Finish the Round
Coding interview time management: budget the minutes, ship a naive version first, and optimise only if time remains.
July 31, 2026
Debugging Interview Questions: How to Think Out Loud
Debugging interview questions test your process, not the fix. Narrate a systematic search and form hypotheses you can test aloud.
July 25, 2026
Take-Home Interview Assignments: How to Spend the Time Well
A time-boxed strategy for take-home interview assignments that demonstrates real working style without over-building or burning out.
July 19, 2026
Frontend Interview Preparation: What Actually Gets Tested
Frontend interview preparation mapped to what panels really test: JS fundamentals, rendering and performance, UI system design, accessibility, and behaviour.
July 13, 2026
Data Scientist SQL Rounds: The Patterns That Actually Get Tested
The SQL patterns that actually get tested in data scientist interviews — and the translation skill that matters more than the syntax.
June 19, 2026
System Design Interview Frameworks That Actually Survive Follow-Up Questions
The system design framework that actually survives follow-up questions, with specific failure modes to avoid at each step.
June 12, 2026
How to Prepare for a Live Coding Interview (Without Grinding LeetCode)
Live coding interviews test your process, not your syntax. Candidates who narrate their thinking outperform those who code silently, even when the silent coder writes better code.
April 18, 2026