Interviewing for AI Eval Engineering Roles: The 2026 Specialty
3 min read “Eval engineer” went from a niche role at AI labs in 2023 to a named specialty at most AI-shipping companies […] Read article
3 min read “Eval engineer” went from a niche role at AI labs in 2023 to a named specialty at most AI-shipping companies […] Read article
3 min read Behavioral interviews looked the same in 2018 and 2022. They no longer look the same in 2026. The widespread adoption Read article
4 min read The “late-career founder” is more common than tech mythology suggests. Research from Pierre Azoulay and the Census Bureau put the Read article
3 min read Engineers who return to tech after managing a disability or chronic illness face a different set of considerations than other Read article
3 min read For engineers returning after a multi-year gap, open-source contribution is one of the highest-leverage strategies for re-entry. Done well, it Read article
3 min read Caregiving for an aging parent is one of the most common and least-discussed reasons engineers leave tech for a year Read article
4 min read Engineering managers burn out at rates not well captured in industry surveys. The role lacks the tangible-output signals that ICs Read article
3 min read The annual plan is one of the highest-leverage artifacts an engineering manager produces. Done well, it sets expectations, surfaces dependencies, Read article
3 min read “Why can’t we ship faster?” is a question most engineering managers hear weekly. The answer is usually some combination of Read article
3 min read The engineering manager role in 2026 is being reshaped by LLM-augmented engineering in a way no previous wave of tooling Read article
3 min read “Design Family Sharing” is a multi-account mobile-system-design question — the interviewer is checking whether you understand identity and authorization across Read article
3 min read “Design a mobile crypto wallet” is a security-heavy mobile-system-design question. The interviewer is testing whether you understand the difference between Read article
3 min read “Design a camera app” is a senior-level mobile-system-design question that probes whether you understand the capture pipeline, on-device ML for Read article
3 min read “Design a food-delivery app” is the consumer-side mobile-system-design counterpart to the courier-side question. The interviewer wants to see how you Read article
3 min read “Build a resizable panels layout” is the layout cousin of the Build-a-modal question. VS Code, Linear, and Slack all use Read article
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