Insights & Guides
Hiring strategy, AI research, and engineering leadership — from our team to yours.
How AI Is Transforming Technical Hiring in 2025
We analyzed over 100,000 technical interviews conducted through SkillNova to understand how AI-assisted screening is changing the landscape of engineering recruitment.
The Hidden Bias in Traditional Coding Interviews
Our research shows that traditional whiteboard interviews inadvertently favor certain candidate demographics. Here's how structured AI assessment creates a level playing field.
Building a World-Class Engineering Hiring Pipeline
A step-by-step playbook for engineering managers who want to build a repeatable, high-signal hiring pipeline from scratch.
Live Coding vs. Take-Home Assessments: What Works?
We surveyed 500 engineers about their interview preferences and correlated with 6-month job performance data. The results surprised us.
5 Signs Your ATS is Killing Candidate Experience
Slow follow-ups, broken links, impersonal emails — these are the top reasons great candidates drop out of your pipeline before you even meet them.
How to Write Great Technical Interview Questions
The best technical questions reveal how a candidate thinks, not just what they memorized. A framework for crafting questions that actually predict job performance.