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Communities & Forums Hacker News · 2026-10-23

How should interviews change in the AI era? Hiring teams are searching for answers

AI 时代公司面试怎么改?招聘方在找新的筛选办法

At a glance · 30-second read
  • WhoHacker News · 2026-10-23 · 12 replies
  • The askHow should interviews change in the AI era? Hiring teams are searching for answers
  • The openingAn interview-kit product for the AI era: live code-reading question banks, AI-collaborative interview templates, scoring rubrics. Team subscription for HR and eng leads.

What was actually said

“Ask HN: How has your company adapted interviews in the AI world? Comments: formal-methods people get called first; others emphasize reading code live, asking for optimizations, spotting flaws in AI-generated code.”

— Hacker News · 2026-10-23 · news.ycombinator.com/item?id=50204108…

Background and pain

The pain

AI-written take-homes and whiteboard answers have broken traditional screening; teams lack a replacement process and mis-hire costs compound.

A buildable angle

The opening

An interview-kit product for the AI era: live code-reading question banks, AI-collaborative interview templates, scoring rubrics. Team subscription for HR and eng leads.

How to validate it

  1. Read the whole thread and note the recurring scenarios — repetition is the density of the need.
  2. Search existing tools around "hiring / interviews" and check which single step they actually cover.
  3. Put up a one-line landing page, share it back to Hacker News, and see whether anyone asks about pricing.

Existing options

CoderPad/HackerRank

More threads on this pain

Related opportunities