How engineers collaborate with AI, how to interview in the AI era, and the data behind InterviewLM's approach.
Short answer: it depends on the interview, and guessing wrong costs you the offer. Here is how to tell which of the three AI policies you are sitting in, and what to do in each.
An AI interview is a live conversation with an AI interviewer that asks follow-ups, probes your reasoning, and scores it. Here is exactly what happens in one, minute by minute.
Most candidates guess at the rubric. We are publishing ours: the five competencies, their weights, the pass gates, and the score bar for SDE 2, SDE 3 and Staff.
Short system design rounds are now standard, and the 45-minute playbook fails in them. Here is the minute-by-minute structure that fits, and the four things interviewers score.
Referrals win because they are evidence, not because they are friendship. Here are the four ways to manufacture that evidence yourself, ranked by how fast they work.
The fastest-growing engineering title in India, and the one with the least agreement about what it means. Here is the real scope, the pay bands, and the skills that get you hired.
An early-stage startup needed to hire 2 interns from 250 applicants. Here's how AI-native assessments delivered better results at 5x lower cost than traditional platforms.
95% of developers use AI tools daily, yet most technical assessments ban them. We explore why this disconnect is costing companies great candidates and how to fix it.
Not all AI usage is equal. Learn how we measure prompt quality, strategic usage, critical evaluation, and independence trends to identify truly skilled developers.
From isolated sandboxes to behavioral analysis, discover the multi-layered approach we use to ensure assessment integrity without creating a hostile candidate experience.
AI is transforming how developers work. We discuss what skills will matter most in 2025 and beyond, and how hiring practices need to evolve.
The difference between a good and great AI-assisted developer often comes down to how they communicate with AI. Here's how to assess this critical skill.
Algorithm puzzles don't predict job performance. We share our approach to designing assessments that mirror actual development work.
AI collaboration is a measurable skill. Learn the 4D scoring framework that separates developers who use AI effectively from those who just copy-paste.
Platform fees, engineer time, false negatives — the real cost of technical assessments is far more than the sticker price. We break down the numbers.
Engineering roles require system design, communication, and AI collaboration. Here's why single-dimension coding tests miss the engineers you actually want to hire.
Structured AI evaluation eliminates 10 types of interviewer bias while maintaining the human judgment that matters. Here's how automated fairness auditing works.
From resume parsing to AI voice interviews to multi-stage evaluation — the definitive guide to building an automated technical hiring pipeline.