What Recruiters Actually Score on the Phone Screen
9 min read A breakdown of what a recruiter is really evaluating on the first call, the questions that decide it, and the answers that get you moved to the next round. Read article
Interview Prep
System Design
Kafka interview questions that separate users from operators
9 min read A walkthrough of the Kafka questions interviewers actually ask, covering partitions, consumer groups, rebalancing, and delivery guarantees. Read article
Interview Prep
How Harvey interviews engineers building legal AI
5 min read Harvey’s engineering loop pairs standard coding and system design with a hard test of whether you understand what lawyers need from the product. Read article
Interview Prep
What interviewing at Lovable actually looks like
6 min read A look at Lovable’s real hiring rounds, from the founder chat to the live coding and system-design questions, plus how the offer is structured. Read article
AI/ML Interview Questions
Prompt injection is still unsolved, and interviewers know it
7 min read A walkthrough of the prompt injection questions AI and security interviews ask, why the attack has no clean fix, and the defense-in-depth answers that land. Read article
Quant Finance
The G-Research interview and the 90-minute quiz that gates it
7 min read A breakdown of how G-Research screens quantitative researchers and developers, from the timed online quiz through the final onsite. Read article
Interview Prep
Onsite interviews are back in 2026, and remote screening broke
6 min read Remote coding screens got too easy to game with AI, so major firms moved the final round back in person, and what it tests has changed. Read article
AI/ML Interview Questions
Hebbia interview guide: what they ask retrieval and ML engineers
7 min read A grounded look at Hebbia’s engineering interview loop, the retrieval and applied-ML questions they ask, and how to prepare for a company that thinks standard RAG is a dead end. Read article
Interview Prep
What Aikido Security screens for when it hires engineers
6 min read A look at Aikido Security’s four-round engineering interview, the domain reasoning it tests, and how to prepare for the pairing challenge. Read article
Interview Prep
How Socket interviews engineers who catch malicious packages
6 min read Socket’s interview loop for backend and security engineers, including the round structure, the kinds of questions asked, and how to read the comp offer. Read article
Interview Prep
How Nexthop AI interviews systems and networking engineers
6 min read A look at Nexthop AI’s interview rounds for silicon, systems, and network engineers, with the specific topics and questions to expect. Read article
Interview Prep
What the forward deployed engineer interview really tests
6 min read The FDE loop weights ambiguity and customer judgment as heavily as code, and the case-study round is where most candidates lose the offer. Read article
Interview Prep
What Meta and Google’s AI-enabled coding rounds actually test
6 min read Meta and Google now hand you a codebase and an AI chat window in the onsite coding round, and they grade how well you drive the assistant. Read article
Interview Prep
Getting hired at Physical Intelligence, the robot foundation lab
6 min read How Physical Intelligence runs its research and engineering interviews, what each track screens for, and how to prepare. Read article
Interview Prep
What the Abridge engineering interview is really like
7 min read A breakdown of Abridge’s engineering interview loop, the coding and design rounds, and what the clinical AI company screens for. Read article
