Understand the work. Prepare for the hiring.
Current, sourced guides to emerging AI roles, technical interviews, application screening, and the skills employers actually describe.
ai-engineerAI Engineer Interview Questions and Rubrics for 2026
Practice AI engineer interviews with a sourced question bank for RAG, agents, evals, system design, debugging, and production judgment.
interviewsHow AI Is Changing Technical Interviews in 2026
Technical interviews are changing unevenly. Here is what current candidate surveys, employer guidance, and assessment redesigns actually show.
ai-careersAI-Native Jobs in 2026: A Field Guide to the Work
A practical map of AI role families, from model building and applied AI to evaluations, deployment, infrastructure, product, and design.
resumeHow AI Resume Screening Works and What Candidates Can Do
There is no universal ATS score to beat. Learn how parsing, knockout questions, ranking, human review, and accessibility affect applications.
prompt-engineerPrompt Engineer vs Context Engineer: What Changed
Context engineering is broader than prompt writing. Compare the work, skills, job-title reality, and portfolio evidence employers can evaluate.
job-searchHow to Read a Job Description Like an Interview Rubric
Turn a job description into a requirement-to-evidence map, interview plan, and honest application checklist with a worked FDE example.
interviewsCan You Use AI in Coding Interviews? The 2026 Rules
AI may be required, permitted, restricted, or banned in a coding interview. Use this round-by-round policy guide before opening any assistant.
forward-deployed-engineerWhat Is a Forward-Deployed Engineer? Work, Skills, Path
A current guide to forward-deployed engineering: customer-embedded delivery, full-stack building, role boundaries, required skills, and career fit.